In [18]:
import cv2
fnames = sorted(val)
file_id=100
fig = plt.figure(figsize=(15,10))
plt.imshow(infer(fnames[file_id]))
plt.axis("off");
libpng warning: iCCP: known incorrect sRGB profile
import os
import glob
import numpy as np
import matplotlib.pyplot as plt
import pandas as pd
import os
os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'
import logging
import tensorflow as tf
tf.get_logger().setLevel(logging.ERROR)
from tensorflow.keras import Sequential, Model
from tensorflow.keras import layers as L
from tensorflow.keras import optimizers as op
import tensorflow_io as tfio
from tqdm.notebook import tqdm
from sklearn.model_selection import train_test_split
/root/miniconda3/envs/tfn/lib/python3.9/site-packages/tensorflow_io/python/ops/__init__.py:98: UserWarning: unable to load libtensorflow_io_plugins.so: unable to open file: libtensorflow_io_plugins.so, from paths: ['/root/miniconda3/envs/tfn/lib/python3.9/site-packages/tensorflow_io/python/ops/libtensorflow_io_plugins.so']
caused by: ['/root/miniconda3/envs/tfn/lib/python3.9/site-packages/tensorflow_io/python/ops/libtensorflow_io_plugins.so: undefined symbol: _ZN3tsl5mutexC1Ev']
warnings.warn(f"unable to load libtensorflow_io_plugins.so: {e}")
/root/miniconda3/envs/tfn/lib/python3.9/site-packages/tensorflow_io/python/ops/__init__.py:104: UserWarning: file system plugins are not loaded: unable to open file: libtensorflow_io.so, from paths: ['/root/miniconda3/envs/tfn/lib/python3.9/site-packages/tensorflow_io/python/ops/libtensorflow_io.so']
caused by: ['/root/miniconda3/envs/tfn/lib/python3.9/site-packages/tensorflow_io/python/ops/libtensorflow_io.so: undefined symbol: _ZNK10tensorflow4data11DatasetBase18MakeSplitProvidersEPSt6vectorISt10unique_ptrINS0_13SplitProviderESt14default_deleteIS4_EESaIS7_EE']
warnings.warn(f"file system plugins are not loaded: {e}")
#splitting the images into test and train
train, val = train_test_split(os.listdir("./lhq_256"), test_size = 0.05,random_state = 32
)
train = ["./lhq_256/"+ i for i in train]
val = ["./lhq_256/"+ i for i in val]
def decode_img(img_o):
"""
Loads the image, converts from rgb to LAB, preprocessing is done to to rescale the images between -1 to 1
"""
img = tf.image.decode_png(img_o, channels=3,)
gray = tf.image.rgb_to_grayscale(img)
img = tf.cast(img, tf.float32) / 255.
lab = tfio.experimental.color.rgb_to_lab(img,)
new = tf.concat( [tf.expand_dims((lab[:,:,0] - 50.0 ) / 100.0, axis=-1), lab[:,:,1:3] / 128.0], axis=-1)
gray = tf.cast(gray, tf.float32)/255.
return new, gray
def process_path(file_path):
# load the raw data from the file as a string
img = tf.io.read_file(file_path)
img, gray = decode_img(img)
return img[:,:,0], img
len(train), len(val)
(85500, 4500)
#creating train dataset
batch_size = 64
AUTOTUNE = tf.data.AUTOTUNE
train_ds = tf.data.Dataset.from_tensor_slices((train))
train_ds = train_ds.shuffle(40000, reshuffle_each_iteration=True,)
train_ds = train_ds.map((process_path), num_parallel_calls=AUTOTUNE)
# train_ds = train_ds.map(partial(set_shapes,img_shape=(256,256,3)),num_parallel_calls=AUTOTUNE)
train_ds = train_ds.batch(batch_size).prefetch(buffer_size=AUTOTUNE)
WARNING: AutoGraph could not transform <function process_path at 0x7f9f6c6d2040> and will run it as-is. Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: module 'gast' has no attribute 'Index' To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert
# creating val dataset
val_ds = tf.data.Dataset.from_tensor_slices((val))
val_ds = val_ds.map((process_path), num_parallel_calls=AUTOTUNE)
val_ds = val_ds.batch(batch_size).prefetch(buffer_size=AUTOTUNE)
def downsample_block(filters, size, bn=True, initializer="he_normal"):
# l1 = L.Conv2D(filters, size, strides=2, padding="same", kernel_initializer=initializer, use_bias=False)
# if bn:
# l1 = L.BatchNormalization()(l1)
# l1 = L.LeakyReLU()(l1)
# block1 = Model(inputs=[l1.input], outputs=[l1])
model = Sequential()
model.add(L.Conv2D(filters, size, strides=2, padding="same", kernel_initializer=initializer, use_bias=False))
if bn:
model.add( L.BatchNormalization())
model.add(L.LeakyReLU())
return model
def upsample_block(filters, size, dropout=False):
model = Sequential()
model.add(L.Conv2DTranspose(filters, size, strides=2, padding="same", kernel_initializer="he_normal", use_bias=False))
model.add(L.BatchNormalization())
if dropout:
model.add(L.Dropout(0.3))
model.add(L.LeakyReLU(0.2))
return model
#takes input the L channel, predicts the a and b channel
inputs = L.Input(shape=[256, 256, 1])
down_layers = [
downsample_block(32,4, bn=False), #128
downsample_block(32,4), #64
downsample_block(64,4), #32
downsample_block(64,4), #16
downsample_block(128,4), #8
downsample_block(128,4), #4
downsample_block(128,4), #2
downsample_block(128,4), #1
]
up_layers = [
upsample_block(128,4, dropout=True), #2
upsample_block(128,4, dropout=True),#4
upsample_block(128,4, dropout=True), #8
upsample_block(64,4), #16
upsample_block(64,4), #32
upsample_block(32,4), #64
upsample_block(32,4), #128
]
out = L.Conv2DTranspose(2,4, strides=2,padding="same", kernel_initializer="he_normal", activation="tanh") #256,256,2
x = inputs
skips = []
for down in down_layers:
x = down(x)
skips.append(x)
skips = reversed(skips[:-1])
for up, skip in zip(up_layers, skips):
x = up(x)
x = L.Concatenate()([x,skip])
x = out(x)
generator = Model(inputs, x)
#Discriminator
inp = L.Input(shape=(256,256,2))
l1 = L.Conv2D(64, 4,2, padding="same", kernel_initializer ="he_normal" )(inp)
l1 = L.BatchNormalization()(l1)
l1 = L.LeakyReLU(0.2)(l1)
l1 = L.Dropout(0.4)(l1)
l2 = L.Conv2D(64,4,2, padding="same", kernel_initializer ="he_normal")(l1)
l2 = L.BatchNormalization()(l2)
l2 = L.LeakyReLU(0.2)(l2)
l2 = L.Dropout(0.4)(l2)
l2 = L.Conv2D(128,4,2, padding="same", kernel_initializer ="he_normal")(l2)
l2 = L.BatchNormalization()(l2)
l2 = L.LeakyReLU(0.4)(l2)
# l2 = L.Dropout(0.2)(l2)
l2 = L.Conv2D(64,4,2, padding="same", kernel_initializer ="he_normal")(l2)
l2 = L.BatchNormalization()(l2)
l2 = L.LeakyReLU(0.4)(l2)
# l2 = L.Dropout(0.2)(l2)
l2 = L.Conv2D(1,4,2, padding="same", kernel_initializer ="he_normal")(l2)
l2 = L.BatchNormalization()(l2)
l2 = L.LeakyReLU(0.4)(l2)
l3 = L.Flatten()(l2)
# l3 = L.Dense(256, activation="relu")(l3)
# l3 = L.Dropout(0.2)(l3)
l4 = L.Dense(1, activation="sigmoid")(l3)
disc_model = Model(inputs=[inp], outputs=[l4])
disc_model.summary()
Model: "model_1" _________________________________________________________________ Layer (type) Output Shape Param # ================================================================= input_2 (InputLayer) [(None, 256, 256, 2)] 0 _________________________________________________________________ conv2d_8 (Conv2D) (None, 128, 128, 64) 2112 _________________________________________________________________ batch_normalization_14 (Batc (None, 128, 128, 64) 256 _________________________________________________________________ leaky_re_lu_15 (LeakyReLU) (None, 128, 128, 64) 0 _________________________________________________________________ dropout_3 (Dropout) (None, 128, 128, 64) 0 _________________________________________________________________ conv2d_9 (Conv2D) (None, 64, 64, 64) 65600 _________________________________________________________________ batch_normalization_15 (Batc (None, 64, 64, 64) 256 _________________________________________________________________ leaky_re_lu_16 (LeakyReLU) (None, 64, 64, 64) 0 _________________________________________________________________ dropout_4 (Dropout) (None, 64, 64, 64) 0 _________________________________________________________________ conv2d_10 (Conv2D) (None, 32, 32, 128) 131200 _________________________________________________________________ batch_normalization_16 (Batc (None, 32, 32, 128) 512 _________________________________________________________________ leaky_re_lu_17 (LeakyReLU) (None, 32, 32, 128) 0 _________________________________________________________________ conv2d_11 (Conv2D) (None, 16, 16, 64) 131136 _________________________________________________________________ batch_normalization_17 (Batc (None, 16, 16, 64) 256 _________________________________________________________________ leaky_re_lu_18 (LeakyReLU) (None, 16, 16, 64) 0 _________________________________________________________________ conv2d_12 (Conv2D) (None, 8, 8, 1) 1025 _________________________________________________________________ batch_normalization_18 (Batc (None, 8, 8, 1) 4 _________________________________________________________________ leaky_re_lu_19 (LeakyReLU) (None, 8, 8, 1) 0 _________________________________________________________________ flatten (Flatten) (None, 64) 0 _________________________________________________________________ dense (Dense) (None, 1) 65 ================================================================= Total params: 332,422 Trainable params: 331,780 Non-trainable params: 642 _________________________________________________________________
epochs=1000
n_disc = 2 # no. of times to train discriminator in one cycle
loss_fn = tf.keras.losses.BinaryCrossentropy() #Classification Loss
loss_fn2 = tf.keras.losses.MeanSquaredError() #Reconstruction Loss
gen_optimizer = op.Adam(1e-4,0.5)
gen_loss_metric = tf.keras.metrics.Mean(name="gen_loss")
disc_model.compile(loss="binary_crossentropy", optimizer = op.Adam(1e-4, 0.5), metrics=["accuracy"])
import warnings
warnings.filterwarnings("ignore")
lamda = 100
for epoch in tqdm(range(epochs), leave=True):
c=0
for n,(gray, color) in tqdm(enumerate(train_ds), leave=False, total=len(train_ds)):
gray = tf.expand_dims(gray, axis=-1)
bs = tf.shape(color)[0]
if c<n_disc:
disc_model.trainable = True
disc_loss_real, real_acc = disc_model.train_on_batch(color[:,:,:,1:3], tf.ones((bs, 1)) - 0.1 )
gen_output = generator(gray)
gen_final = gen_output #tf.concat([gray, gen_output], axis=-1)
disc_loss_fake ,fake_acc = disc_model.train_on_batch(gen_final, tf.zeros((bs, 1)) + 0.1)
d_loss = (disc_loss_real + disc_loss_fake) / 2
c+=1
if c == n_disc:
c=0
disc_model.trainable = False
gen_labels = tf.ones(shape = (bs,1) ) - 0.1
with tf.GradientTape() as tape:
gen_images = generator(gray)
gen_final = gen_images #tf.concat([gray, gen_images], axis=-1)
disc_pred = disc_model(gen_final)
gen_loss = loss_fn(gen_labels, disc_pred)
gen_loss2 = lamda * loss_fn2(gen_images, color[:,:,:,1:3])
gen_loss = gen_loss + gen_loss2
grads = tape.gradient(gen_loss, generator.trainable_weights)
gen_optimizer.apply_gradients(zip(grads, generator.trainable_weights))
gen_loss_metric.update_state(gen_loss)
print ("%d [D loss: %f] [G loss: %f] [Real_acc: %f] [Fake_acc: %f]" % (epoch, d_loss, gen_loss, real_acc, fake_acc ))
if n % 50 ==0:
gen_imgs = generator.predict(gray, verbose=0)
gen_final = tf.concat([gray, gen_imgs], axis=-1).numpy()
gen_final[:,:,:,0] = ((gen_final[:,:,:,0]) * 50)+50
gen_final[:,:,:,1:3] = ((gen_final[:,:,:,1:3]) * 128)
gen_imgs = np.array([tfio.experimental.color.lab_to_rgb(img,) for img in gen_final])
r,col = 4,4
fig, axs = plt.subplots(r, col, figsize=(10,10))
cnt = 0
for i in range(r):
for j in range(col):
axs[i,j].imshow(gen_imgs[cnt, :,:,:],)
axs[i,j].axis('off')
cnt += 1
fig.savefig(f"./images/gan{epoch}_{n}.png")
plt.close()
generator.save_weights(f"weights/generator_{epoch}.h5")
disc_model.save_weights(f"weights/disc_{epoch}.h5")
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[G loss: 7.288752] [Real_acc: 0.000000] [Fake_acc: 0.000000] 0 [D loss: 0.639148] [G loss: 7.119749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 0 [D loss: 0.666153] [G loss: 6.975817] [Real_acc: 0.000000] [Fake_acc: 0.000000] 0 [D loss: 0.643138] [G loss: 6.788483] [Real_acc: 0.000000] [Fake_acc: 0.000000] 0 [D loss: 0.690364] [G loss: 6.919058] [Real_acc: 0.000000] [Fake_acc: 0.000000] 0 [D loss: 0.649492] [G loss: 6.954714] [Real_acc: 0.000000] [Fake_acc: 0.000000] 0 [D loss: 0.629316] [G loss: 6.754223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 0 [D loss: 0.632595] [G loss: 6.047471] [Real_acc: 0.000000] [Fake_acc: 0.000000] 0 [D loss: 0.645553] [G loss: 5.931705] [Real_acc: 0.000000] [Fake_acc: 0.000000] 0 [D loss: 0.582509] [G loss: 6.170579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 0 [D loss: 0.677666] [G loss: 5.764207] [Real_acc: 0.000000] [Fake_acc: 0.000000] 0 [D loss: 0.610636] [G loss: 5.832104] [Real_acc: 0.000000] [Fake_acc: 0.000000] 0 [D loss: 0.654551] [G loss: 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0%| | 0/1336 [00:00<?, ?it/s]
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0%| | 0/1336 [00:00<?, ?it/s]
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0.000000] 2 [D loss: 0.326078] [G loss: 1.975931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325741] [G loss: 2.157386] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325734] [G loss: 1.938208] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325602] [G loss: 1.911428] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325541] [G loss: 2.485311] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325789] [G loss: 2.438882] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325635] [G loss: 2.341998] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325593] [G loss: 2.652621] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325640] [G loss: 2.174764] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325738] [G loss: 2.538648] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325528] [G loss: 2.389903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325600] [G loss: 2.239785] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D 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0.000000] 2 [D loss: 0.325455] [G loss: 2.247229] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325530] [G loss: 2.294869] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325502] [G loss: 2.289961] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325475] [G loss: 1.851501] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325743] [G loss: 2.291680] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325580] [G loss: 1.814795] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325853] [G loss: 2.194126] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325560] [G loss: 2.140781] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325459] [G loss: 2.035701] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325763] [G loss: 2.067611] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325625] [G loss: 1.916244] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325605] [G loss: 1.921729] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.326661] [G loss: 1.957178] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325795] [G loss: 2.190865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325625] [G loss: 2.177213] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325592] [G loss: 2.403739] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325584] [G loss: 2.177398] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325346] [G loss: 2.143836] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325523] [G loss: 1.818095] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325845] [G loss: 2.132325] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325567] [G loss: 2.040555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325520] [G loss: 1.869793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325466] [G loss: 2.579959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325424] [G loss: 2.280886] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325571] 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1.800296] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325557] [G loss: 1.902620] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325685] [G loss: 1.860013] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325597] [G loss: 1.939548] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325567] [G loss: 2.022735] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.326008] [G loss: 1.908200] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325698] [G loss: 2.317663] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325596] [G loss: 2.165665] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325600] [G loss: 2.301999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325457] [G loss: 2.062707] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325503] [G loss: 2.445113] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325460] [G loss: 2.002128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325503] [G loss: 1.985520] 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0.000000] 2 [D loss: 0.325494] [G loss: 2.361159] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325532] [G loss: 2.014453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325381] [G loss: 2.152877] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325372] [G loss: 2.009485] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325517] [G loss: 2.312268] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325486] [G loss: 1.944412] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325453] [G loss: 2.092001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325456] [G loss: 2.273559] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325657] [G loss: 1.928660] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325347] [G loss: 2.020089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325505] [G loss: 1.929825] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325419] [G loss: 2.007250] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D 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2.394932] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325500] [G loss: 2.136169] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325436] [G loss: 1.969870] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325408] [G loss: 2.094613] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325358] [G loss: 2.118972] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325383] [G loss: 2.078652] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325317] [G loss: 2.359511] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325597] [G loss: 2.046651] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325385] [G loss: 1.813844] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325401] [G loss: 1.992228] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325560] [G loss: 2.329692] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325378] [G loss: 2.194493] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325382] [G loss: 2.192461] 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0.000000] 2 [D loss: 0.325427] [G loss: 2.171081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325373] [G loss: 2.017038] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325394] [G loss: 1.843801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325379] [G loss: 2.019830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325424] [G loss: 1.903394] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325455] [G loss: 2.154213] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325389] [G loss: 2.054656] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325425] [G loss: 2.169108] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325417] [G loss: 2.227766] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325395] [G loss: 1.935257] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325384] [G loss: 1.990934] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325524] [G loss: 1.841905] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D 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0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325392] [G loss: 1.898582] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325369] [G loss: 2.099411] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325433] [G loss: 2.075917] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325504] [G loss: 2.637157] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325461] [G loss: 2.223686] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325486] [G loss: 1.999078] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325403] [G loss: 1.841296] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325450] [G loss: 2.391578] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325642] [G loss: 2.131366] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325363] [G loss: 2.144245] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325338] [G loss: 1.835565] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325434] [G loss: 2.068684] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325392] [G loss: 1.833060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325490] [G loss: 2.072413] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325733] [G loss: 1.999941] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325367] [G loss: 1.984349] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325334] [G loss: 2.215608] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325326] [G loss: 1.800527] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325429] [G loss: 2.334869] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325376] [G loss: 1.925390] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325367] [G loss: 2.282120] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325271] [G loss: 1.953370] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325420] [G loss: 2.415920] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325349] [G loss: 2.082648] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325304] [G loss: 1.817307] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325440] [G loss: 2.011632] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325469] [G loss: 2.086367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325354] [G loss: 1.949817] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325418] [G loss: 2.176827] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325376] [G loss: 1.998004] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325435] [G loss: 2.135509] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325447] [G loss: 1.823999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325446] [G loss: 2.176183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325445] [G loss: 2.065053] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325323] [G loss: 2.126749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325301] [G loss: 1.986578] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325445] [G loss: 1.845240] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325432] [G loss: 1.905567] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325324] [G loss: 1.944501] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325634] [G loss: 1.865746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325453] [G loss: 2.105044] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325687] [G loss: 1.991307] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325379] [G loss: 2.075183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325328] [G loss: 1.836354] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325376] [G loss: 2.203316] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325509] [G loss: 2.076424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325523] [G loss: 2.018956] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325417] [G loss: 2.210119] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325326] [G loss: 2.024839] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325420] [G loss: 2.192297] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325432] [G loss: 1.938407] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325520] [G loss: 1.860530] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325379] [G loss: 1.946141] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325318] [G loss: 2.233823] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325468] [G loss: 2.202611] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325371] [G loss: 2.156210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325791] [G loss: 2.016889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325337] [G loss: 2.048578] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325365] [G loss: 2.131865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325357] [G loss: 1.956822] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325409] [G loss: 1.892466] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325466] [G loss: 1.811163] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325345] [G loss: 1.992874] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325453] [G loss: 1.972430] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325318] [G loss: 1.827631] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325415] [G loss: 2.060286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325258] [G loss: 2.245611] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325328] [G loss: 1.997684] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325433] [G loss: 1.996841] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325399] [G loss: 1.763896] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325373] [G loss: 2.359054] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325461] [G loss: 1.870685] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325291] [G loss: 2.145234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325428] [G loss: 1.946412] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325410] [G loss: 2.119487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325471] [G loss: 2.234926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325420] [G loss: 2.113533] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325343] [G loss: 2.061473] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325372] [G loss: 1.927638] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325391] [G loss: 1.930646] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325353] [G loss: 1.941685] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325365] [G loss: 1.821509] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325358] [G loss: 2.125331] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325353] [G loss: 2.102203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325438] [G loss: 2.104727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325295] [G loss: 1.982868] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325349] [G loss: 2.048588] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325492] [G loss: 1.991389] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325354] [G loss: 1.922640] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325345] [G loss: 2.261135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325325] [G loss: 2.094224] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325455] [G loss: 1.908892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325370] [G loss: 2.068627] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325337] [G loss: 2.024609] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325319] [G loss: 1.997512] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325298] [G loss: 1.954741] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325423] [G loss: 1.632283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325296] [G loss: 1.990996] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325650] [G loss: 2.059025] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325617] [G loss: 1.863027] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325412] [G loss: 1.999664] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325303] [G loss: 2.158517] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325324] [G loss: 2.019934] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325344] [G loss: 1.907004] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325396] [G loss: 1.895056] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325305] [G loss: 1.858399] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325367] [G loss: 2.030586] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325479] [G loss: 1.872431] [Real_acc: 0.000000] [Fake_acc: 0.000000] 2 [D loss: 0.325499] [G loss: 2.434317] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
3 [D loss: 0.325446] [G loss: 2.051909] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325431] [G loss: 2.318396] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325278] [G loss: 1.996593] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325591] [G loss: 2.038740] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325290] [G loss: 2.027571] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325306] [G loss: 2.165642] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325350] [G loss: 1.997209] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325436] [G loss: 1.771468] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325382] [G loss: 2.039953] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325353] [G loss: 1.969208] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325337] [G loss: 1.913821] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325342] [G loss: 1.778181] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325397] [G loss: 1.962309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325395] [G loss: 1.774859] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325449] [G loss: 1.936837] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325417] [G loss: 1.843363] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325322] [G loss: 1.845451] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325722] [G loss: 1.910256] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325420] [G loss: 1.976785] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325310] [G loss: 2.565176] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325424] [G loss: 2.086381] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325323] [G loss: 1.958059] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325454] [G loss: 2.046544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325359] [G loss: 1.941070] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325376] [G loss: 1.711248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325348] [G loss: 2.070029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325318] [G loss: 1.645911] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325388] [G loss: 1.696823] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325309] [G loss: 2.013725] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325287] [G loss: 1.971515] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325292] [G loss: 1.879148] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325439] [G loss: 1.865784] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325453] [G loss: 1.966659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325269] [G loss: 1.953124] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325300] [G loss: 1.952502] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325281] [G loss: 1.872389] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325347] [G loss: 2.301730] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325499] [G loss: 2.154747] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325363] [G loss: 1.754121] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325350] [G loss: 2.153001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325327] [G loss: 1.948239] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325324] [G loss: 2.068725] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325295] [G loss: 1.775475] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325306] [G loss: 1.950444] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325301] [G loss: 2.213333] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325336] [G loss: 1.963805] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325302] [G loss: 2.251109] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325300] [G loss: 2.199943] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325339] [G loss: 1.966705] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325288] [G loss: 2.150260] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325432] [G loss: 1.796277] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325383] [G loss: 2.038696] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325289] [G loss: 1.845015] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325510] [G loss: 2.127384] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325642] [G loss: 2.189047] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325530] [G loss: 1.677331] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325445] [G loss: 1.832064] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325328] [G loss: 1.773506] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325291] [G loss: 1.888770] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325395] [G loss: 1.974119] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325385] [G loss: 1.836515] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325449] [G loss: 2.115319] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325469] [G loss: 2.247908] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325319] [G loss: 1.939627] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325326] [G loss: 2.303845] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325413] [G loss: 2.104956] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325325] [G loss: 2.294010] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325258] [G loss: 2.281583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325405] [G loss: 1.964155] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325341] [G loss: 2.077282] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325304] [G loss: 1.891514] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325394] [G loss: 2.059971] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325254] [G loss: 2.018940] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325256] [G loss: 2.031621] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325283] [G loss: 2.277953] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326146] [G loss: 1.829926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325638] [G loss: 2.243774] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325403] [G loss: 2.041437] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325434] [G loss: 1.876282] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325404] [G loss: 2.422029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325408] [G loss: 2.251174] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325370] [G loss: 2.095465] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325408] [G loss: 2.071702] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325381] [G loss: 1.950360] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325351] [G loss: 2.105099] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325509] [G loss: 2.008202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325319] [G loss: 1.939982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325327] [G loss: 1.704827] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325313] [G loss: 2.142781] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325348] [G loss: 2.115999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325407] [G loss: 1.990106] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325712] [G loss: 1.948079] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325289] [G loss: 1.915410] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325378] [G loss: 1.866351] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325365] [G loss: 2.348549] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325362] [G loss: 2.251048] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325359] [G loss: 1.910132] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325360] [G loss: 2.074198] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325365] [G loss: 2.271402] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325245] [G loss: 1.725344] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325396] [G loss: 2.043070] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325387] [G loss: 1.656172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325308] [G loss: 2.077744] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325292] [G loss: 2.032175] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325387] [G loss: 2.095438] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325369] [G loss: 1.888385] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325276] [G loss: 2.192209] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325309] [G loss: 1.942529] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325287] [G loss: 2.016423] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325371] [G loss: 2.015579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325273] [G loss: 2.046714] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325350] [G loss: 1.840146] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325516] [G loss: 1.888063] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325551] [G loss: 1.922225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325557] [G loss: 2.002951] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325306] [G loss: 1.907469] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325328] [G loss: 2.121964] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325293] [G loss: 1.766171] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325487] [G loss: 1.985239] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325755] [G loss: 1.834002] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325371] [G loss: 1.979088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325327] [G loss: 1.997510] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325421] [G loss: 1.959294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325294] [G loss: 2.363583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325442] [G loss: 1.901089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325425] [G loss: 2.211421] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325270] [G loss: 1.947696] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325314] [G loss: 1.897079] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325250] [G loss: 1.933725] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325368] [G loss: 2.163157] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325286] [G loss: 2.160152] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325295] [G loss: 1.900571] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325322] [G loss: 1.803537] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325250] [G loss: 2.004156] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325286] [G loss: 2.232480] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325267] [G loss: 1.908222] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325373] [G loss: 2.041533] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325256] [G loss: 2.068020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325297] [G loss: 1.904938] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325315] [G loss: 1.768579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325320] [G loss: 2.037771] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325292] [G loss: 1.882758] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325312] [G loss: 2.191612] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325409] [G loss: 2.209738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325459] [G loss: 2.054704] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325291] [G loss: 1.835193] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325437] [G loss: 2.080895] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325314] [G loss: 2.130312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325283] [G loss: 2.020885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325505] [G loss: 2.004264] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325464] [G loss: 2.121727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325430] [G loss: 2.293664] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325384] [G loss: 1.910542] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325273] [G loss: 2.068212] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325522] [G loss: 2.313041] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325428] [G loss: 2.012952] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325312] [G loss: 1.992430] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325281] [G loss: 1.814083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325486] [G loss: 2.232002] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325491] [G loss: 1.834909] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325386] [G loss: 2.196680] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325250] [G loss: 2.048996] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325373] [G loss: 2.145393] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325320] [G loss: 2.072256] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325365] [G loss: 1.781289] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325368] [G loss: 1.915466] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325281] [G loss: 2.119750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325269] [G loss: 1.915689] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325360] [G loss: 2.013371] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325276] [G loss: 2.339298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325264] [G loss: 1.997157] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325294] [G loss: 2.343598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325339] [G loss: 1.947627] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325329] [G loss: 1.828757] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325254] [G loss: 1.892236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325271] [G loss: 1.743149] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325263] [G loss: 1.923013] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325200] [G loss: 1.772087] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325362] [G loss: 1.840903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325344] [G loss: 2.161026] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325284] [G loss: 2.431480] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325290] [G loss: 1.985363] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325321] [G loss: 2.129718] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325443] [G loss: 1.683858] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325289] [G loss: 2.039820] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325479] [G loss: 2.035632] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325564] [G loss: 1.910564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325255] [G loss: 2.068180] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325422] [G loss: 1.995005] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325332] [G loss: 2.260641] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325308] [G loss: 1.791700] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325280] [G loss: 1.900273] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325287] [G loss: 2.235536] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325468] [G loss: 2.268107] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325267] [G loss: 1.966258] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325309] [G loss: 2.087913] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325336] [G loss: 2.078199] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325470] [G loss: 2.201129] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325296] [G loss: 2.098467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325339] [G loss: 1.749830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325315] [G loss: 1.995919] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325264] [G loss: 2.132543] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325325] [G loss: 1.741889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325342] [G loss: 2.181702] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325365] [G loss: 2.005198] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325409] [G loss: 1.974192] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325260] [G loss: 1.944572] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325422] [G loss: 2.085752] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325326] [G loss: 2.341076] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325474] [G loss: 1.707063] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325363] [G loss: 2.266983] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325382] [G loss: 2.094769] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325359] [G loss: 2.261678] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325276] [G loss: 2.036667] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325311] [G loss: 1.822915] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325578] [G loss: 1.946993] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325304] [G loss: 1.966188] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325279] [G loss: 2.024748] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325325] [G loss: 2.051818] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325546] [G loss: 1.886998] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325606] [G loss: 1.646165] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325479] [G loss: 1.870521] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325542] [G loss: 2.251410] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325345] [G loss: 1.907974] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325316] [G loss: 2.016045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325271] [G loss: 2.010066] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325277] [G loss: 1.811017] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325288] [G loss: 2.306685] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325256] [G loss: 2.117733] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325385] [G loss: 1.951837] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325260] [G loss: 2.245020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325280] [G loss: 1.872659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326172] [G loss: 2.010950] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325335] [G loss: 1.878520] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325270] [G loss: 2.199476] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325317] [G loss: 2.350679] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325332] [G loss: 2.194565] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325345] [G loss: 2.013089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325336] [G loss: 2.095131] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325271] [G loss: 1.817029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325265] [G loss: 2.187392] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325274] [G loss: 1.924629] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325262] [G loss: 2.071131] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325376] [G loss: 2.079166] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325297] [G loss: 2.119232] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325329] [G loss: 2.089071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325345] [G loss: 2.024396] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325226] [G loss: 1.786643] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325290] [G loss: 1.903291] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325284] [G loss: 1.693699] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325259] [G loss: 1.801888] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325240] [G loss: 1.926369] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325327] [G loss: 1.859182] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325272] [G loss: 1.690032] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325304] [G loss: 1.697221] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325274] [G loss: 2.206461] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325263] [G loss: 1.953248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325406] [G loss: 1.962722] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325390] [G loss: 1.829309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325358] [G loss: 2.031334] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325324] [G loss: 2.210037] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325356] [G loss: 2.160839] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325428] [G loss: 2.023589] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325271] [G loss: 1.920566] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325248] [G loss: 2.115915] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325303] [G loss: 1.894440] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325300] [G loss: 1.971704] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325325] [G loss: 2.010273] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325255] [G loss: 1.918395] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325250] [G loss: 1.979955] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325286] [G loss: 2.211645] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325284] [G loss: 1.977638] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325279] [G loss: 2.532743] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325287] [G loss: 2.056237] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325386] [G loss: 1.745731] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325293] [G loss: 1.964979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325282] [G loss: 2.115982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325343] [G loss: 2.174697] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325296] [G loss: 2.090364] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325294] [G loss: 1.871238] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325329] [G loss: 2.160417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325295] [G loss: 2.112785] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325300] [G loss: 1.835976] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325287] [G loss: 1.835140] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325232] [G loss: 2.081711] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325569] [G loss: 1.919081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325344] [G loss: 1.757532] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325494] [G loss: 1.920623] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325286] [G loss: 1.915224] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325269] [G loss: 1.731988] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325778] [G loss: 1.620678] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325547] [G loss: 1.988703] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325398] [G loss: 2.020977] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325510] [G loss: 2.095933] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325411] [G loss: 1.627040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325501] [G loss: 1.837809] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325316] [G loss: 1.680844] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325259] [G loss: 2.071921] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325287] [G loss: 1.828502] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325232] [G loss: 1.879243] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325264] [G loss: 1.994968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325233] [G loss: 1.933867] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325276] [G loss: 2.203708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325253] [G loss: 1.901110] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325243] [G loss: 2.121248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325263] [G loss: 2.097467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325299] [G loss: 1.906259] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325315] [G loss: 2.023949] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325264] [G loss: 2.045259] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325274] [G loss: 1.767491] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325239] [G loss: 2.053750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325232] [G loss: 2.173368] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325216] [G loss: 2.188943] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325238] [G loss: 2.004464] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325236] [G loss: 2.027850] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325244] [G loss: 2.048013] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325301] [G loss: 2.092885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325298] [G loss: 2.093896] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325331] [G loss: 1.992163] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325274] [G loss: 2.047569] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325342] [G loss: 1.922180] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325402] [G loss: 1.952534] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325257] [G loss: 2.278724] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325232] [G loss: 1.717414] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325279] [G loss: 1.990411] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325275] [G loss: 2.229019] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325200] [G loss: 1.821039] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325215] [G loss: 1.777903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325340] [G loss: 2.228207] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325264] [G loss: 1.928546] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325310] [G loss: 1.893484] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325260] [G loss: 2.020244] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325261] [G loss: 1.789926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325260] [G loss: 2.105543] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325345] [G loss: 1.802055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325433] [G loss: 1.886287] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325411] [G loss: 2.054869] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325296] [G loss: 1.949298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325275] [G loss: 1.824486] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325294] [G loss: 2.143945] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325325] [G loss: 1.749103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325234] [G loss: 2.116725] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325264] [G loss: 1.851960] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325247] [G loss: 2.055418] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325313] [G loss: 2.035303] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325312] [G loss: 2.182923] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325296] [G loss: 1.946255] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325250] [G loss: 1.797362] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325255] [G loss: 1.871389] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325292] [G loss: 1.953374] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325268] [G loss: 2.194457] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325352] [G loss: 2.165625] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325388] [G loss: 1.995637] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325281] [G loss: 2.132320] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325221] [G loss: 1.977687] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325307] [G loss: 2.071675] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325273] [G loss: 1.933059] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325266] [G loss: 2.100147] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325215] [G loss: 2.279619] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325219] [G loss: 1.987736] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325258] [G loss: 2.378761] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325328] [G loss: 2.089379] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325230] [G loss: 1.815796] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325225] [G loss: 1.884455] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325218] [G loss: 2.006450] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325278] [G loss: 1.946393] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325216] [G loss: 1.678195] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325259] [G loss: 1.813936] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325335] [G loss: 1.809430] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325234] [G loss: 2.037159] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325268] [G loss: 1.932486] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325291] [G loss: 1.844328] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325245] [G loss: 1.858557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325255] [G loss: 2.101925] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325266] [G loss: 1.783840] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325340] [G loss: 1.982794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325898] [G loss: 1.910234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325352] [G loss: 2.053643] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325279] [G loss: 1.902369] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325266] [G loss: 2.026936] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325307] [G loss: 1.902464] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325253] [G loss: 2.084263] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325246] [G loss: 2.012738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325222] [G loss: 1.984737] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325264] [G loss: 1.915459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325314] [G loss: 2.126552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325237] [G loss: 1.684523] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325237] [G loss: 1.924188] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325228] [G loss: 1.849967] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325271] [G loss: 2.154637] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325304] [G loss: 1.875598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325557] [G loss: 1.677253] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325256] [G loss: 1.980458] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325338] [G loss: 1.853035] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325269] [G loss: 1.947473] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325254] [G loss: 1.981920] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325223] [G loss: 2.102760] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325237] [G loss: 1.806440] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325413] [G loss: 1.720339] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325383] [G loss: 1.719261] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325248] [G loss: 1.816128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325303] [G loss: 2.031591] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325281] [G loss: 1.989814] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325294] [G loss: 1.945100] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325280] [G loss: 2.063042] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325332] [G loss: 1.993223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325222] [G loss: 2.026167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325394] [G loss: 1.809136] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325274] [G loss: 2.201464] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325242] [G loss: 2.142797] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325239] [G loss: 2.173552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325258] [G loss: 1.936705] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325363] [G loss: 1.870359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325211] [G loss: 1.655097] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325243] [G loss: 1.946386] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325276] [G loss: 1.739471] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325251] [G loss: 1.845285] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325230] [G loss: 1.774315] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325313] [G loss: 1.639987] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325205] [G loss: 1.822498] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325276] [G loss: 1.992180] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325268] [G loss: 1.930020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325236] [G loss: 1.961195] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325244] [G loss: 1.888988] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325204] [G loss: 2.199182] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325248] [G loss: 1.999716] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325258] [G loss: 1.960806] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325230] [G loss: 1.851094] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325209] [G loss: 2.181095] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325356] [G loss: 1.924869] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325296] [G loss: 1.917157] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325249] [G loss: 1.885760] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325217] [G loss: 2.102124] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325278] [G loss: 1.818067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325268] [G loss: 2.091617] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325258] [G loss: 2.155855] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325255] [G loss: 1.959695] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325230] [G loss: 2.034147] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325259] [G loss: 1.892625] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325249] [G loss: 2.484506] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325353] [G loss: 1.715273] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325321] [G loss: 1.670845] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325257] [G loss: 2.075902] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325282] [G loss: 2.131106] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325305] [G loss: 1.766773] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325280] [G loss: 2.083387] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325263] [G loss: 2.044099] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325285] [G loss: 2.079212] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325297] [G loss: 2.165563] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325310] [G loss: 2.073254] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325283] [G loss: 1.929289] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325229] [G loss: 1.908159] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325456] [G loss: 1.767236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325428] [G loss: 1.813605] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325293] [G loss: 2.046848] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325232] [G loss: 2.016451] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325206] [G loss: 2.128652] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325252] [G loss: 2.174503] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325223] [G loss: 2.119817] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325316] [G loss: 1.924005] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325309] [G loss: 1.767747] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325366] [G loss: 1.781103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325463] [G loss: 1.982089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325305] [G loss: 1.718178] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325190] [G loss: 1.832202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325231] [G loss: 1.768443] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325208] [G loss: 1.870231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325240] [G loss: 1.928835] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325217] [G loss: 1.728259] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325247] [G loss: 2.013839] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325263] [G loss: 1.770018] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325246] [G loss: 2.255255] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325245] [G loss: 1.778386] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325350] [G loss: 1.680679] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325336] [G loss: 1.828647] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325243] [G loss: 1.925045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325249] [G loss: 2.027012] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325325] [G loss: 2.260773] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325257] [G loss: 1.960796] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325235] [G loss: 2.382998] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325241] [G loss: 2.210331] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325295] [G loss: 2.047902] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325227] [G loss: 1.830925] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325271] [G loss: 1.727254] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325232] [G loss: 1.748381] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325223] [G loss: 1.802513] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325223] [G loss: 1.749375] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325240] [G loss: 1.826880] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325318] [G loss: 2.113800] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325245] [G loss: 1.856668] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325241] [G loss: 1.898135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325207] [G loss: 1.889102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325287] [G loss: 2.125235] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325208] [G loss: 1.885524] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325222] [G loss: 1.785828] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325312] [G loss: 2.181612] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325256] [G loss: 1.993666] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325213] [G loss: 2.263405] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325240] [G loss: 2.025377] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325257] [G loss: 1.834841] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325285] [G loss: 2.013070] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325227] [G loss: 1.895670] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325245] [G loss: 1.697521] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325216] [G loss: 1.859149] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325230] [G loss: 2.114657] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325303] [G loss: 1.623197] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325208] [G loss: 2.354325] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325170] [G loss: 2.372453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325207] [G loss: 1.751804] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325241] [G loss: 2.282963] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325342] [G loss: 1.839875] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325261] [G loss: 2.206005] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325273] [G loss: 1.863710] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325334] [G loss: 1.767387] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325275] [G loss: 1.853081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325226] [G loss: 1.939281] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325270] [G loss: 1.905762] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325230] [G loss: 2.294722] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325389] [G loss: 1.839956] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325301] [G loss: 1.990360] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325280] [G loss: 1.872636] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325259] [G loss: 2.310079] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325204] [G loss: 1.925922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325243] [G loss: 1.859660] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325270] [G loss: 2.096469] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325245] [G loss: 2.609764] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325258] [G loss: 1.795078] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325228] [G loss: 2.010954] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325209] [G loss: 2.051020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325226] [G loss: 1.892347] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325282] [G loss: 1.658606] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325240] [G loss: 2.085091] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325198] [G loss: 2.011466] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325218] [G loss: 2.042907] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325276] [G loss: 1.695056] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325207] [G loss: 1.742420] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325250] [G loss: 2.042778] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325280] [G loss: 1.968582] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325258] [G loss: 1.667435] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325294] [G loss: 1.771441] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325260] [G loss: 1.819464] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325200] [G loss: 1.536590] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325305] [G loss: 2.139220] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325360] [G loss: 1.961999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325224] [G loss: 1.686647] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325195] [G loss: 2.162336] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325324] [G loss: 1.826334] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325233] [G loss: 2.045731] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325202] [G loss: 1.837352] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325246] [G loss: 1.687116] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325249] [G loss: 2.069931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325252] [G loss: 1.974234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325204] [G loss: 1.837974] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325198] [G loss: 1.769811] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325205] [G loss: 2.244691] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325295] [G loss: 1.866069] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325376] [G loss: 1.605414] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325265] [G loss: 1.875696] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325267] [G loss: 1.874653] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325244] [G loss: 1.665640] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325277] [G loss: 1.879786] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325226] [G loss: 1.741973] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325358] [G loss: 1.973307] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325225] [G loss: 1.677839] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325209] [G loss: 1.982299] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325304] [G loss: 1.694613] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325237] [G loss: 2.198947] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325238] [G loss: 1.925131] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325380] [G loss: 1.801271] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325246] [G loss: 1.883415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325216] [G loss: 2.153894] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325213] [G loss: 1.915430] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325199] [G loss: 1.892808] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325197] [G loss: 2.064587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325192] [G loss: 1.921698] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325260] [G loss: 1.626592] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325267] [G loss: 2.019014] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325220] [G loss: 1.602286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325309] [G loss: 1.967648] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325249] [G loss: 2.000652] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325233] [G loss: 1.794371] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325195] [G loss: 1.918864] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325202] [G loss: 2.025405] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325454] [G loss: 1.718740] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325387] [G loss: 1.794426] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325568] [G loss: 1.721833] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325433] [G loss: 1.807713] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325218] [G loss: 1.901227] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325188] [G loss: 1.962639] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325253] [G loss: 2.116024] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325257] [G loss: 1.840233] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325374] [G loss: 1.926049] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325229] [G loss: 2.368192] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325187] [G loss: 2.195354] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325245] [G loss: 1.708589] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325360] [G loss: 2.091002] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325379] [G loss: 1.946077] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325239] [G loss: 2.041542] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325196] [G loss: 2.235030] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325254] [G loss: 1.903611] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325238] [G loss: 1.878550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325224] [G loss: 1.889436] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325245] [G loss: 1.861454] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325221] [G loss: 1.776118] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325475] [G loss: 1.694819] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.413494] [G loss: 2.252801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.647329] [G loss: 1.755188] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.333405] [G loss: 1.607482] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.329256] [G loss: 1.824852] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.328321] [G loss: 1.798498] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.331539] [G loss: 2.090595] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.328476] [G loss: 2.143786] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.330368] [G loss: 1.981243] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.327464] [G loss: 1.882415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.327150] [G loss: 1.995730] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.327461] [G loss: 1.753005] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.327083] [G loss: 2.271208] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326343] [G loss: 2.007367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326813] [G loss: 2.301244] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326665] [G loss: 1.757187] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326435] [G loss: 1.690002] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326542] [G loss: 2.081003] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.327166] [G loss: 1.898063] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326665] [G loss: 1.875171] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326499] [G loss: 1.825203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326256] [G loss: 1.911545] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326380] [G loss: 2.028321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326654] [G loss: 1.817418] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326189] [G loss: 1.865939] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326183] [G loss: 1.910886] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326020] [G loss: 1.726620] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325939] [G loss: 1.905868] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326054] [G loss: 1.693243] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326422] [G loss: 1.788180] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326273] [G loss: 1.883514] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326040] [G loss: 2.166147] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326042] [G loss: 1.642918] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326530] [G loss: 1.625045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326200] [G loss: 1.694924] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326091] [G loss: 1.964133] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325883] [G loss: 1.810805] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325942] [G loss: 1.868640] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326321] [G loss: 1.814490] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325974] [G loss: 1.880989] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326100] [G loss: 2.123892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325672] [G loss: 1.784054] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325843] [G loss: 1.726756] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325955] [G loss: 1.787866] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325707] [G loss: 1.899615] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325817] [G loss: 1.723800] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325702] [G loss: 2.026532] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325971] [G loss: 1.691160] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325923] [G loss: 1.877040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325698] [G loss: 1.682819] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325571] [G loss: 2.051504] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325888] [G loss: 1.805778] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325663] [G loss: 1.820060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325816] [G loss: 1.522153] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325821] [G loss: 1.789844] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325897] [G loss: 1.903862] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325816] [G loss: 2.235744] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325730] [G loss: 1.849924] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325927] [G loss: 1.704482] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.326009] [G loss: 1.931720] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325662] [G loss: 1.857323] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325970] [G loss: 1.712799] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325655] [G loss: 1.829400] [Real_acc: 0.000000] [Fake_acc: 0.000000] 3 [D loss: 0.325570] [G loss: 1.843735] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
4 [D loss: 0.325698] [G loss: 1.541306] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325692] [G loss: 1.890174] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325955] [G loss: 1.990369] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325547] [G loss: 1.837666] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325663] [G loss: 1.986631] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325682] [G loss: 1.763828] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325478] [G loss: 1.813470] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325613] [G loss: 1.825146] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325688] [G loss: 1.934219] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325627] [G loss: 1.958264] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325605] [G loss: 1.929426] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325912] [G loss: 1.810022] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325884] [G loss: 1.903205] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325596] [G loss: 1.918088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325711] [G loss: 1.665709] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325595] [G loss: 1.749109] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325479] [G loss: 1.942597] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325561] [G loss: 2.145357] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325496] [G loss: 1.868775] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325649] [G loss: 1.651088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325672] [G loss: 1.744521] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325484] [G loss: 1.818724] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325607] [G loss: 1.849572] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325502] [G loss: 1.842832] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325348] [G loss: 2.139691] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325448] [G loss: 1.985582] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325530] [G loss: 1.715856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325566] [G loss: 1.911027] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325508] [G loss: 1.865278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325533] [G loss: 1.843710] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325356] [G loss: 2.050184] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325399] [G loss: 1.770106] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325366] [G loss: 2.034817] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325468] [G loss: 1.886628] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325701] [G loss: 2.000294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325479] [G loss: 1.847848] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325405] [G loss: 1.748707] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325502] [G loss: 2.124538] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325610] [G loss: 1.756120] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325465] [G loss: 1.741616] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325522] [G loss: 1.793084] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325499] [G loss: 1.892782] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325356] [G loss: 1.594865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325369] [G loss: 2.058635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325369] [G loss: 1.752321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325426] [G loss: 1.703086] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325415] [G loss: 1.886300] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325371] [G loss: 1.652295] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325432] [G loss: 1.934422] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325467] [G loss: 1.711473] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325377] [G loss: 2.033149] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325360] [G loss: 2.008546] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325343] [G loss: 2.088384] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325366] [G loss: 1.778134] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325398] [G loss: 1.935203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325287] [G loss: 1.794338] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325351] [G loss: 1.737576] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325380] [G loss: 1.828294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325379] [G loss: 1.758381] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325443] [G loss: 1.635878] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325269] [G loss: 2.041707] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325395] [G loss: 1.994683] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325426] [G loss: 1.789294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325389] [G loss: 1.960048] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325385] [G loss: 1.809743] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325431] [G loss: 1.914693] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325493] [G loss: 1.720031] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325283] [G loss: 1.855167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325277] [G loss: 1.892000] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325506] [G loss: 1.761180] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325362] [G loss: 1.658916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325329] [G loss: 2.054380] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325316] [G loss: 2.167121] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325602] [G loss: 2.033978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325346] [G loss: 1.806201] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325310] [G loss: 1.765457] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325585] [G loss: 1.802970] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325511] [G loss: 1.753626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325319] [G loss: 1.833488] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325522] [G loss: 1.839977] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325397] [G loss: 1.785568] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325384] [G loss: 1.749401] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325311] [G loss: 1.770178] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325341] [G loss: 1.797988] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325357] [G loss: 1.826484] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325340] [G loss: 2.083085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325302] [G loss: 1.651985] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325337] [G loss: 1.795579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325352] [G loss: 1.779099] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325312] [G loss: 1.915132] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325356] [G loss: 1.922978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325249] [G loss: 2.011414] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325361] [G loss: 1.623738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325349] [G loss: 1.906014] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325613] [G loss: 1.606655] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325402] [G loss: 1.561013] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325364] [G loss: 1.915179] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325334] [G loss: 1.779652] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325282] [G loss: 1.797391] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325350] [G loss: 1.893245] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325358] [G loss: 1.772893] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325281] [G loss: 1.914523] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325280] [G loss: 2.359004] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325322] [G loss: 1.810828] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325301] [G loss: 1.924306] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325333] [G loss: 1.758527] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325278] [G loss: 1.836893] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325321] [G loss: 2.028191] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325304] [G loss: 1.600860] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325283] [G loss: 1.741082] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325295] [G loss: 1.829987] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325304] [G loss: 1.530060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325340] [G loss: 1.873525] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325339] [G loss: 1.908108] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325308] [G loss: 1.947755] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325360] [G loss: 1.690135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325337] [G loss: 1.874534] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325277] [G loss: 1.896848] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325279] [G loss: 1.915636] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325338] [G loss: 1.795661] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325333] [G loss: 2.030461] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325303] [G loss: 1.965629] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325326] [G loss: 1.835267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325326] [G loss: 1.874696] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325292] [G loss: 1.861088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325992] [G loss: 1.672178] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325319] [G loss: 1.898571] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325404] [G loss: 1.863848] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325272] [G loss: 1.904219] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325254] [G loss: 2.220154] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325339] [G loss: 1.651617] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325405] [G loss: 1.678047] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325330] [G loss: 2.119793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325280] [G loss: 1.827726] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325328] [G loss: 1.879992] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325342] [G loss: 1.856826] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325363] [G loss: 1.734522] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325419] [G loss: 1.661988] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325287] [G loss: 1.854245] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325291] [G loss: 1.851143] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325310] [G loss: 1.860651] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325305] [G loss: 1.799248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325258] [G loss: 2.061814] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325296] [G loss: 1.962335] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325259] [G loss: 1.896005] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325248] [G loss: 1.864362] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325261] [G loss: 1.955999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325239] [G loss: 1.910551] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325262] [G loss: 1.717027] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325296] [G loss: 1.885605] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325297] [G loss: 1.661739] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325261] [G loss: 1.733254] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325216] [G loss: 1.777830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325327] [G loss: 1.571252] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325282] [G loss: 1.900999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325272] [G loss: 2.055136] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325281] [G loss: 1.701613] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325337] [G loss: 2.107959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325302] [G loss: 1.891748] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325311] [G loss: 1.979241] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325303] [G loss: 1.922291] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325265] [G loss: 1.874357] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325341] [G loss: 1.610219] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325275] [G loss: 1.799300] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325235] [G loss: 1.771575] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325295] [G loss: 1.997457] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325251] [G loss: 1.754219] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325258] [G loss: 1.979635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325360] [G loss: 1.924499] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325327] [G loss: 1.802288] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325240] [G loss: 1.877449] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325316] [G loss: 1.844837] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325312] [G loss: 2.041628] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325271] [G loss: 1.757076] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325250] [G loss: 1.900327] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325241] [G loss: 1.802864] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325216] [G loss: 1.940264] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325258] [G loss: 2.129833] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325377] [G loss: 1.848534] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325320] [G loss: 2.040180] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325504] [G loss: 1.860797] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325279] [G loss: 2.171060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325279] 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1.947572] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325263] [G loss: 1.755555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325353] [G loss: 1.740548] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325239] [G loss: 1.648136] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325247] [G loss: 1.671904] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325264] [G loss: 1.784201] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325279] [G loss: 1.993790] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325321] [G loss: 1.717838] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325275] [G loss: 1.994236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325307] [G loss: 1.737958] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325329] [G loss: 1.944668] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325320] [G loss: 1.615584] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325227] [G loss: 2.022540] 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0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325242] [G loss: 2.136410] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325191] [G loss: 1.659304] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325308] [G loss: 1.953707] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325274] [G loss: 1.777773] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325254] [G loss: 2.103043] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325302] [G loss: 1.693579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325225] [G loss: 1.757998] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325238] [G loss: 1.992259] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325232] [G loss: 1.679962] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325232] [G loss: 1.922540] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325287] [G loss: 2.013501] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325345] [G loss: 2.017235] [Real_acc: 0.000000] 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0.000000] 4 [D loss: 0.325231] [G loss: 2.043068] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325249] [G loss: 1.760515] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325226] [G loss: 1.855294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325268] [G loss: 1.796306] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325227] [G loss: 1.748125] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325223] [G loss: 1.861664] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325257] [G loss: 1.716412] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325243] [G loss: 1.895168] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325245] [G loss: 1.878996] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325259] [G loss: 1.954989] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325230] [G loss: 1.898784] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325428] [G loss: 1.722769] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325257] [G loss: 1.672199] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325276] [G loss: 2.171806] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325271] [G loss: 2.171899] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325221] [G loss: 1.702942] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325199] [G loss: 1.596566] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325227] [G loss: 1.987189] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325253] [G loss: 1.628623] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325319] [G loss: 1.996230] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325251] [G loss: 2.225939] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325280] [G loss: 1.808739] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325237] [G loss: 1.720379] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325285] [G loss: 1.734202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325283] 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1.889285] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325224] [G loss: 1.664019] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325247] [G loss: 2.158365] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325222] [G loss: 1.885673] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325284] [G loss: 1.695018] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325241] [G loss: 2.114176] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325220] [G loss: 1.735737] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325233] [G loss: 1.795047] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325233] [G loss: 1.762784] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325298] [G loss: 1.678276] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325271] [G loss: 1.659324] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325231] [G loss: 1.710719] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325236] [G loss: 2.132595] 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[Fake_acc: 0.000000] 4 [D loss: 0.325240] [G loss: 1.860238] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325235] [G loss: 1.994250] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325258] [G loss: 1.822119] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325193] [G loss: 2.046888] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325221] [G loss: 1.729661] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325213] [G loss: 1.782329] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325216] [G loss: 1.761600] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325230] [G loss: 1.734724] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325289] [G loss: 1.911652] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325265] [G loss: 1.757209] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325225] [G loss: 1.603086] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325237] [G loss: 2.246761] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325230] [G loss: 2.159722] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325276] [G loss: 1.864121] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325199] [G loss: 1.759961] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325342] [G loss: 1.625606] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325211] [G loss: 1.763713] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325227] [G loss: 1.919652] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325208] [G loss: 2.020148] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325216] [G loss: 1.865870] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325189] [G loss: 2.018185] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325207] [G loss: 1.999382] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325245] [G loss: 1.647133] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325229] [G loss: 2.047323] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325218] [G loss: 1.901691] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325225] [G loss: 1.615116] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325206] [G loss: 1.757470] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325224] [G loss: 2.020459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325243] [G loss: 1.598183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325279] [G loss: 2.080833] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325199] [G loss: 1.857762] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325278] [G loss: 2.184112] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325235] [G loss: 1.632918] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325220] [G loss: 1.925302] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325223] [G loss: 1.995880] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325209] [G loss: 1.869442] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325227] [G loss: 1.805840] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325190] [G loss: 1.759107] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325286] [G loss: 1.753624] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325245] [G loss: 1.920599] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325239] [G loss: 1.568502] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325229] [G loss: 1.767865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325202] [G loss: 1.746020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325247] [G loss: 1.771844] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325255] [G loss: 1.686355] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325243] [G loss: 1.838544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325287] [G loss: 2.060540] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325224] [G loss: 1.887649] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325241] [G loss: 1.852103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325230] [G loss: 1.529958] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325214] [G loss: 1.692190] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325225] [G loss: 1.723675] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325195] [G loss: 2.107605] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325176] [G loss: 1.678653] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325216] [G loss: 2.005033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325277] [G loss: 1.584456] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325201] [G loss: 1.957231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325283] [G loss: 1.904449] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325325] [G loss: 1.682288] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325210] [G loss: 1.661323] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325236] [G loss: 1.830376] 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0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325227] [G loss: 1.768350] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325216] [G loss: 1.714690] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325183] [G loss: 1.838947] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325231] [G loss: 1.764264] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325228] [G loss: 1.682632] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325210] [G loss: 1.646533] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325208] [G loss: 1.931584] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325206] [G loss: 1.554675] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325193] [G loss: 1.882571] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325201] [G loss: 1.585953] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325211] [G loss: 1.981850] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325211] [G loss: 1.728787] [Real_acc: 0.000000] 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0.000000] 4 [D loss: 0.325219] [G loss: 1.974298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325233] [G loss: 1.840932] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325234] [G loss: 1.640715] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325250] [G loss: 1.994951] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325199] [G loss: 1.717449] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325249] [G loss: 1.664419] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325214] [G loss: 1.752595] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325292] [G loss: 1.686113] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325253] [G loss: 1.717355] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325209] [G loss: 2.067376] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325213] [G loss: 1.914906] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325210] [G loss: 1.774637] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325222] [G loss: 1.811384] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325239] [G loss: 1.716373] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325208] [G loss: 1.844847] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325286] [G loss: 1.631590] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325243] [G loss: 1.792368] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325236] [G loss: 1.951276] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325248] [G loss: 1.808343] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325230] [G loss: 1.927439] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325213] [G loss: 1.824945] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325206] [G loss: 1.609455] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325206] [G loss: 1.872019] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325209] [G loss: 1.777221] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325172] 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1.826987] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325196] [G loss: 1.484545] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325179] [G loss: 1.794356] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325199] [G loss: 1.657239] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325206] [G loss: 1.851346] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325178] [G loss: 1.701832] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325203] [G loss: 1.654292] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325235] [G loss: 1.844210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325205] [G loss: 1.806990] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325240] [G loss: 1.928700] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325227] [G loss: 1.566682] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325194] [G loss: 2.095620] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325209] [G loss: 1.732648] 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0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325201] [G loss: 1.967145] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325336] [G loss: 1.500631] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325301] [G loss: 1.942305] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325177] [G loss: 2.079012] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325205] [G loss: 1.677040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325218] [G loss: 1.694844] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325223] [G loss: 1.782893] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325191] [G loss: 1.651916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325196] [G loss: 2.122670] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325208] [G loss: 1.816266] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325193] [G loss: 1.778834] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325205] [G loss: 1.801158] [Real_acc: 0.000000] 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0.000000] 4 [D loss: 0.325265] [G loss: 1.737751] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325175] [G loss: 1.822930] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325231] [G loss: 1.606215] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325216] [G loss: 2.027265] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325207] [G loss: 1.673107] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325204] [G loss: 1.870846] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325211] [G loss: 1.780733] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325184] [G loss: 2.040675] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325162] [G loss: 1.592746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325212] [G loss: 1.891050] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325190] [G loss: 1.935377] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325177] [G loss: 1.780120] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325245] [G loss: 1.819004] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325198] [G loss: 1.898020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325263] [G loss: 1.776926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325255] [G loss: 1.780326] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325199] [G loss: 1.730575] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325224] [G loss: 1.640209] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325209] [G loss: 1.920796] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325188] [G loss: 1.750008] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325199] [G loss: 2.024771] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325235] [G loss: 1.762780] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325214] [G loss: 1.766426] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325206] [G loss: 1.920187] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325249] [G loss: 1.676743] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325174] [G loss: 1.744116] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325175] [G loss: 1.821360] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325192] [G loss: 1.730328] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325226] [G loss: 1.612571] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325264] [G loss: 1.749136] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325232] [G loss: 1.718451] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325216] [G loss: 1.685022] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325249] [G loss: 1.961712] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325223] [G loss: 1.741604] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325202] [G loss: 1.957078] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325174] [G loss: 1.862534] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325185] [G loss: 2.014588] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325185] [G loss: 1.904894] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325238] [G loss: 1.485617] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325179] [G loss: 1.734390] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325200] [G loss: 1.838056] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325224] [G loss: 1.633609] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325207] [G loss: 1.875726] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325210] [G loss: 1.555434] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325179] [G loss: 2.103292] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325223] [G loss: 1.837165] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325188] [G loss: 1.813108] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325203] [G loss: 2.103794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325195] [G loss: 1.995827] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325215] [G loss: 1.609630] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325191] [G loss: 2.140984] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325253] [G loss: 1.614121] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325215] [G loss: 1.742922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.326251] [G loss: 2.146762] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325359] [G loss: 1.809886] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325214] [G loss: 1.974885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325244] [G loss: 1.762782] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325211] [G loss: 1.846561] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325246] [G loss: 1.869734] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325198] [G loss: 1.892079] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325251] [G loss: 1.598453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325195] [G loss: 2.191278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325208] [G loss: 1.802258] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325212] [G loss: 1.784965] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325180] [G loss: 1.844327] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325187] [G loss: 1.629479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325195] [G loss: 1.892066] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325183] [G loss: 1.788039] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325270] [G loss: 1.932118] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325211] [G loss: 1.922651] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325192] [G loss: 1.980986] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325170] [G loss: 1.773889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325210] [G loss: 2.110464] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325194] [G loss: 1.862667] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325199] [G loss: 1.973831] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325221] [G loss: 2.190134] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325167] [G loss: 1.890624] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325267] [G loss: 1.895172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325184] [G loss: 1.845829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325229] [G loss: 1.901566] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325179] [G loss: 1.724990] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325206] [G loss: 1.837980] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325187] [G loss: 1.772555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325199] [G loss: 1.866455] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325200] [G loss: 1.991237] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325199] [G loss: 1.820198] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325189] [G loss: 2.277849] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325195] [G loss: 1.637977] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325191] [G loss: 1.708237] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325193] [G loss: 2.064617] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325193] [G loss: 2.244142] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325185] [G loss: 1.735773] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325193] [G loss: 1.735618] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325175] [G loss: 1.869076] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325209] [G loss: 1.829299] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325173] [G loss: 1.926534] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325215] [G loss: 2.025507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325196] [G loss: 1.812570] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325191] [G loss: 1.932328] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325200] [G loss: 2.103091] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325195] [G loss: 1.828104] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325181] [G loss: 1.606424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325178] [G loss: 1.702636] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325185] [G loss: 2.209775] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325208] [G loss: 1.691555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325183] [G loss: 1.940558] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325182] [G loss: 1.750418] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325226] [G loss: 1.845890] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325205] [G loss: 1.717862] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325192] [G loss: 1.836825] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325211] [G loss: 1.882494] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325171] [G loss: 1.828721] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325211] [G loss: 1.707637] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325196] [G loss: 1.864647] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325183] [G loss: 1.778047] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325180] [G loss: 1.788052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325186] [G loss: 1.695282] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325227] [G loss: 1.560938] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325195] [G loss: 2.000404] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325185] [G loss: 1.776576] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325180] [G loss: 1.956350] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325175] [G loss: 1.767003] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325195] [G loss: 1.792534] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325228] [G loss: 1.766264] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325188] [G loss: 2.041360] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325214] [G loss: 1.718611] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325195] [G loss: 1.746529] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325196] [G loss: 2.045008] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325204] [G loss: 1.613908] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325209] [G loss: 1.859976] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325204] [G loss: 2.275920] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325181] [G loss: 1.779881] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325197] [G loss: 1.792386] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325214] [G loss: 1.943750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325213] [G loss: 2.332324] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325238] [G loss: 1.905533] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325221] [G loss: 1.815513] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325189] [G loss: 1.677079] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325181] [G loss: 1.906299] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325210] [G loss: 1.961386] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325167] [G loss: 1.959904] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325190] [G loss: 1.911599] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325163] [G loss: 1.615384] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325184] [G loss: 1.658218] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325198] [G loss: 1.846064] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325190] [G loss: 1.900708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325222] [G loss: 1.712734] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325257] [G loss: 1.670838] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325217] [G loss: 1.739123] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325195] [G loss: 1.968458] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325200] [G loss: 1.882915] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325184] [G loss: 1.712599] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325192] [G loss: 1.856510] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325184] [G loss: 1.737306] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325170] [G loss: 1.637074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325198] [G loss: 2.255539] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325208] [G loss: 1.852732] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325198] [G loss: 1.976329] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325184] [G loss: 1.713890] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325185] [G loss: 1.784946] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325199] [G loss: 1.846181] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325251] [G loss: 1.743943] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325215] [G loss: 1.742736] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325278] [G loss: 1.830728] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325172] [G loss: 1.760369] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325177] [G loss: 2.017650] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325203] [G loss: 1.897454] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325217] [G loss: 1.948135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325183] [G loss: 2.005071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 4 [D loss: 0.325204] [G loss: 2.047577] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
5 [D loss: 0.325166] [G loss: 1.831026] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325219] [G loss: 1.878781] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325208] [G loss: 1.959465] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325177] [G loss: 1.874042] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325185] [G loss: 1.851194] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325203] [G loss: 2.014588] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325146] [G loss: 1.724379] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325197] [G loss: 1.596272] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325159] [G loss: 1.719330] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325161] [G loss: 1.862863] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325184] [G loss: 1.705433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325190] [G loss: 1.896317] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325171] [G loss: 2.178202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325195] [G loss: 1.698717] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325226] [G loss: 1.870232] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325209] [G loss: 1.981242] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325172] [G loss: 2.106540] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325182] [G loss: 1.889872] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325261] [G loss: 2.337673] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325192] [G loss: 1.749500] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325188] [G loss: 2.021948] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325191] [G loss: 2.158480] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325223] [G loss: 1.864019] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325193] [G loss: 1.922855] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325225] [G 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0.000000] 5 [D loss: 0.325176] [G loss: 1.876930] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325138] [G loss: 1.989499] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325144] [G loss: 1.933456] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325156] [G loss: 2.009458] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325148] [G loss: 1.839298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325170] [G loss: 1.819515] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325178] [G loss: 1.699456] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325183] [G loss: 1.684387] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325138] [G loss: 1.690001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325188] [G loss: 1.549484] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325149] [G loss: 1.787128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325173] [G loss: 1.669616] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325199] [G loss: 1.659777] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325223] [G loss: 1.786850] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325144] [G loss: 1.789478] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325165] [G loss: 1.606153] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325138] [G loss: 1.750493] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325151] [G loss: 1.490381] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325142] [G loss: 1.773754] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325176] [G loss: 1.880442] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325216] [G loss: 1.754260] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325204] [G loss: 1.661373] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325179] [G loss: 1.735920] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325140] [G loss: 1.690367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325188] [G loss: 1.852126] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325145] [G loss: 1.656076] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325161] [G loss: 1.779714] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325188] [G loss: 1.721732] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325186] [G loss: 1.631750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325186] [G loss: 1.782109] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325164] [G loss: 1.704537] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325184] [G loss: 2.171031] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325143] [G loss: 1.940593] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325149] [G loss: 1.599185] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325198] [G loss: 1.665431] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325168] [G loss: 1.803992] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325136] [G loss: 1.673686] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325151] [G loss: 1.743804] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325172] [G loss: 1.847970] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325144] [G loss: 1.735018] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325185] [G loss: 1.884324] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325170] [G loss: 1.951169] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325170] [G loss: 1.934418] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325157] [G loss: 1.817679] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325142] [G loss: 1.699776] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325155] [G loss: 1.533330] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325185] [G loss: 1.495618] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325156] [G loss: 1.708160] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325181] [G loss: 1.703663] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325140] [G loss: 1.625479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325151] [G loss: 1.748816] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325154] [G loss: 1.623801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325175] [G loss: 1.923468] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325157] [G loss: 1.864643] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325168] [G loss: 1.786580] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325163] [G loss: 2.247335] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325141] [G loss: 1.965232] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325138] [G loss: 1.682645] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325136] [G loss: 1.644704] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325151] [G loss: 1.844203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325148] [G loss: 1.911558] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325167] [G loss: 1.993397] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325145] [G loss: 1.870545] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325159] [G loss: 1.726748] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325189] [G loss: 1.782312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325180] [G loss: 1.686865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325214] [G loss: 2.040815] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325246] [G loss: 1.851769] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325214] [G loss: 1.699292] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325267] [G loss: 1.961124] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325262] [G loss: 1.519001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325336] [G loss: 1.499983] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325158] [G loss: 1.605511] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325159] [G loss: 1.997412] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325280] [G loss: 1.742137] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325373] [G loss: 1.545454] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325180] [G loss: 1.931723] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325341] [G loss: 1.888303] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325340] [G loss: 2.027192] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325189] [G loss: 1.757874] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325206] [G loss: 1.781524] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325166] [G loss: 1.823427] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325167] [G loss: 1.746303] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325559] [G loss: 1.951806] [Real_acc: 0.000000] [Fake_acc: 0.000000] 5 [D loss: 0.325813] [G loss: 1.736163] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
6 [D loss: 0.325192] [G loss: 1.755931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325173] [G loss: 2.052309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325199] [G loss: 1.547085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325158] [G loss: 1.739448] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325154] [G loss: 1.952409] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325262] [G loss: 1.533424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325148] [G loss: 1.719310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325167] [G loss: 1.677625] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325162] [G loss: 1.993275] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325183] [G loss: 1.725270] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325180] [G loss: 1.642609] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325148] [G loss: 1.720744] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325142] [G loss: 1.847748] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325167] [G loss: 1.885226] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325152] [G loss: 1.801119] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325132] [G loss: 1.659215] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325131] [G loss: 1.707720] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325141] [G loss: 1.735700] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325221] [G loss: 1.708402] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325157] [G loss: 1.557662] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325177] [G loss: 1.796324] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325155] [G loss: 1.759130] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325155] [G loss: 1.772582] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325147] [G loss: 1.922898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325229] [G loss: 1.832575] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325172] [G loss: 1.769578] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325158] [G loss: 1.750993] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325171] [G loss: 1.678692] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325160] [G loss: 1.706846] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325188] [G loss: 2.213116] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325177] [G loss: 1.670262] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325143] [G loss: 1.917740] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325154] [G loss: 1.800663] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325145] [G loss: 1.960114] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325165] [G loss: 1.711591] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325197] [G loss: 1.476840] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325178] [G loss: 1.803314] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325171] [G loss: 1.772139] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325136] [G loss: 2.077641] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325199] [G loss: 2.093755] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325147] [G loss: 1.763165] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325139] [G loss: 1.670482] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325139] [G loss: 1.675031] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325153] [G loss: 1.805036] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325154] [G loss: 2.028194] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325182] [G loss: 1.919010] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325170] [G loss: 1.927047] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325150] [G loss: 1.784351] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325165] [G loss: 1.689698] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325150] [G loss: 1.698506] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325181] [G loss: 1.892924] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325160] [G loss: 1.802709] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325191] [G loss: 1.533825] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325207] [G loss: 1.793998] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325172] [G loss: 1.922866] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325169] [G loss: 1.854485] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325165] [G loss: 1.875558] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325197] [G loss: 2.118931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325155] [G loss: 1.666105] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325160] [G loss: 1.755680] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325142] [G loss: 1.705313] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325133] [G loss: 1.717221] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325139] [G loss: 2.155949] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325136] [G loss: 1.648814] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325188] [G loss: 1.716073] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325163] [G loss: 1.716683] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325137] [G loss: 1.705252] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325191] [G loss: 1.919095] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325157] [G loss: 1.636219] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325328] [G loss: 1.942984] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325214] [G loss: 1.949214] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325149] [G loss: 1.433308] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325137] [G loss: 1.547962] [Real_acc: 0.000000] [Fake_acc: 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loss: 0.325158] [G loss: 1.931991] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325271] [G loss: 1.639161] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325252] [G loss: 1.938666] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325139] [G loss: 1.974374] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325143] [G loss: 1.736665] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325147] [G loss: 1.599130] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325167] [G loss: 1.965167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325153] [G loss: 2.124353] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325163] [G loss: 1.579117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325176] [G loss: 1.972314] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325143] [G loss: 1.518571] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325152] [G loss: 1.781137] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325141] 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0.000000] 6 [D loss: 0.325136] [G loss: 1.785527] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325149] [G loss: 1.640515] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325141] [G loss: 1.745068] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325183] [G loss: 1.635967] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325197] [G loss: 1.851933] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325145] [G loss: 1.683846] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325155] [G loss: 1.858449] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325140] [G loss: 1.664647] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325159] [G loss: 1.637016] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325133] [G loss: 1.731601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325152] [G loss: 1.722212] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325205] [G loss: 1.701638] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D 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0.000000] 6 [D loss: 0.325151] [G loss: 1.949406] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325219] [G loss: 2.250820] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325134] [G loss: 1.764531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325157] [G loss: 1.718748] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325133] [G loss: 1.727161] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325120] [G loss: 1.905589] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325186] [G loss: 2.138944] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325146] [G loss: 1.739411] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325129] [G loss: 2.043018] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325151] [G loss: 2.019850] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325217] [G loss: 1.787999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325277] [G loss: 1.848607] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D 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1.725493] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325163] [G loss: 1.729640] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325134] [G loss: 1.651797] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325184] [G loss: 1.814584] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325154] [G loss: 1.642912] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325165] [G loss: 1.921675] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325217] [G loss: 1.672023] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325195] [G loss: 1.825847] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325114] [G loss: 1.819659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325123] [G loss: 1.641178] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325155] [G loss: 1.902327] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325182] [G loss: 1.668450] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325174] [G loss: 1.602222] 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0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325142] [G loss: 1.790257] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325145] [G loss: 1.499378] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325135] [G loss: 1.687003] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325175] [G loss: 1.727362] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325131] [G loss: 1.874576] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325133] [G loss: 1.762087] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325172] [G loss: 1.760508] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325133] [G loss: 1.959092] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325148] [G loss: 1.699407] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325135] [G loss: 1.903405] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325127] [G loss: 1.811613] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325121] [G loss: 1.660859] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325170] [G loss: 1.672572] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325153] [G loss: 1.761612] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325153] [G loss: 1.621981] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325130] [G loss: 2.170856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325145] [G loss: 2.006281] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325147] [G loss: 1.766511] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325174] [G loss: 1.821566] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325138] [G loss: 1.860078] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325126] [G loss: 1.608462] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325166] [G loss: 1.769771] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325135] [G loss: 1.887178] [Real_acc: 0.000000] [Fake_acc: 0.000000] 6 [D loss: 0.325119] [G loss: 1.775597] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
7 [D loss: 0.325131] [G loss: 1.660738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325128] [G loss: 1.753275] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325122] [G loss: 1.677051] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325115] [G loss: 1.977451] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325141] [G loss: 1.715153] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325175] [G loss: 2.009034] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325149] [G loss: 1.488869] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325136] [G loss: 1.716984] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325131] [G loss: 1.606531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325119] [G loss: 1.794442] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325146] [G loss: 1.880434] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325134] [G loss: 1.502873] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325153] [G loss: 1.929044] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325150] [G loss: 1.535099] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325146] [G loss: 1.899815] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325121] [G loss: 1.855795] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325137] [G loss: 2.121644] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325138] [G loss: 1.910162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325122] [G loss: 1.609060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325125] [G loss: 1.780724] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325136] [G loss: 1.972229] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325123] [G loss: 1.787012] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325134] [G loss: 1.644873] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325156] [G loss: 1.538184] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325130] [G loss: 1.597213] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325209] [G loss: 1.470813] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325213] [G loss: 1.493623] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325252] [G loss: 1.605856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325355] [G loss: 1.735005] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325208] [G loss: 1.921283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325176] [G loss: 1.704395] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325133] [G loss: 1.940924] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325172] [G loss: 2.120790] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325137] [G loss: 1.623999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325229] [G loss: 2.095490] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325183] [G loss: 1.840399] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325125] [G loss: 1.815144] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325120] [G loss: 1.736099] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325147] [G loss: 1.687430] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325154] [G loss: 1.853361] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325144] [G loss: 1.702178] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325119] [G loss: 2.142517] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325219] [G loss: 1.810846] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325149] [G loss: 1.611281] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325129] [G loss: 1.857651] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325119] [G loss: 1.541484] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325147] [G loss: 1.708671] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325140] [G loss: 2.086172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325120] [G loss: 1.865784] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325141] [G loss: 1.902072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325121] [G loss: 2.129004] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325136] [G loss: 1.538155] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325117] [G loss: 1.933464] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325144] [G loss: 1.526283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325153] [G loss: 1.700020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325150] [G loss: 1.661583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325118] [G loss: 1.744452] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325147] [G loss: 1.925005] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325308] [G loss: 1.713929] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325139] [G loss: 1.876945] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325122] [G loss: 1.921042] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325123] [G loss: 1.646987] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325290] [G loss: 1.695030] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325323] [G loss: 1.840018] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325185] [G loss: 1.791798] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325138] [G loss: 1.740265] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325127] [G loss: 1.826479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325122] [G loss: 2.032207] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325128] [G loss: 1.857659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325151] [G loss: 1.720198] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325185] [G loss: 2.005624] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325167] [G loss: 1.652021] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325148] [G loss: 1.470315] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325285] [G loss: 1.613656] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325277] [G loss: 1.743882] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325124] [G loss: 1.997533] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325137] [G loss: 1.733215] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325137] [G loss: 1.836957] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325151] [G loss: 1.703170] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325157] [G loss: 1.961088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325170] [G loss: 1.788912] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325123] [G loss: 1.850256] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325120] [G loss: 1.544068] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325135] [G loss: 1.715648] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325160] [G loss: 1.731499] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325138] [G loss: 2.023526] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325136] [G loss: 1.993415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325122] [G loss: 1.833699] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325141] [G loss: 1.848864] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325127] [G loss: 1.608605] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325121] [G loss: 1.804933] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325131] [G loss: 1.734055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325135] [G loss: 1.756619] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325169] [G loss: 1.742176] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325175] [G loss: 1.984167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325155] [G loss: 1.698614] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325126] [G loss: 1.869735] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325119] [G loss: 1.737538] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325130] [G loss: 1.663352] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325137] [G loss: 1.814889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325116] [G loss: 1.664752] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325154] [G loss: 2.173659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325120] [G loss: 1.765175] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325124] [G loss: 1.574375] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325146] [G loss: 1.716962] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325142] [G loss: 1.848646] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325135] [G loss: 1.821030] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325150] [G loss: 1.604957] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325127] [G loss: 1.639941] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325130] [G loss: 1.707947] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325128] [G loss: 1.789408] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325124] [G loss: 1.742941] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325139] [G loss: 1.668643] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325129] [G loss: 1.666216] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325138] [G loss: 1.845682] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325145] [G loss: 1.984100] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325134] [G loss: 1.870563] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325126] [G loss: 1.644412] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325133] [G loss: 1.749673] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325149] [G loss: 1.708389] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325109] [G loss: 1.856058] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325154] [G loss: 1.464384] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325129] [G loss: 1.925245] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325138] [G loss: 1.841071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325141] [G loss: 1.660274] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325139] [G loss: 1.503133] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325170] [G loss: 1.801953] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325132] [G loss: 1.852327] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325127] [G loss: 1.748115] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325126] [G loss: 1.765646] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325112] [G loss: 1.740826] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325146] [G loss: 1.660011] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325140] [G loss: 2.072511] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325159] [G loss: 1.776739] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325152] [G loss: 1.649547] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325186] [G loss: 1.759940] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325147] [G loss: 1.646235] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325132] [G loss: 1.548303] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325147] [G loss: 1.591627] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325123] [G loss: 1.858483] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325168] [G loss: 1.906749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325118] [G loss: 1.959456] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325126] [G loss: 2.016598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325133] [G loss: 1.629793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325146] [G loss: 1.723395] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325127] [G loss: 1.639902] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325121] [G loss: 1.864538] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325138] [G loss: 1.517133] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325124] [G loss: 1.616794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325150] [G loss: 1.619749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325135] [G loss: 1.996156] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325162] [G loss: 1.701747] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325154] [G loss: 1.946410] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325171] [G loss: 1.834600] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325240] [G loss: 1.642568] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325134] [G loss: 1.649495] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325122] [G loss: 1.860934] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325113] [G loss: 1.956391] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325154] [G loss: 1.833919] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325124] [G loss: 1.649444] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325122] [G loss: 1.727489] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325125] [G loss: 1.627373] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325127] [G loss: 1.824317] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325130] [G loss: 1.656204] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325210] [G loss: 1.451913] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325173] [G loss: 1.740483] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325149] [G loss: 2.059131] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325176] [G loss: 1.824172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325133] [G loss: 1.739096] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325134] [G loss: 1.599847] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325132] [G loss: 1.650617] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325123] [G loss: 1.573089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325134] [G loss: 1.687670] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325119] [G loss: 1.712940] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325123] [G loss: 1.527653] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325210] [G loss: 1.738307] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325222] [G loss: 1.656459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325136] [G loss: 1.926962] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325109] [G loss: 1.815139] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325124] [G loss: 1.528475] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325123] [G loss: 1.697886] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325126] [G loss: 1.416018] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325125] 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1.437040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325125] [G loss: 1.555919] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325133] [G loss: 2.077459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325124] [G loss: 1.560896] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325137] [G loss: 1.545872] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325123] [G loss: 1.714337] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325133] [G loss: 1.741640] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325130] [G loss: 1.938483] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325120] [G loss: 1.870873] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325143] [G loss: 2.133000] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325149] [G loss: 1.761586] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325157] [G loss: 1.857602] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325131] [G loss: 1.866137] 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0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325166] [G loss: 1.679450] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325139] [G loss: 1.899067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325126] [G loss: 1.568437] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325133] [G loss: 1.644554] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325118] [G loss: 1.560140] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325151] [G loss: 1.640000] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325151] [G loss: 1.995685] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325115] [G loss: 1.724731] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325114] [G loss: 1.622522] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325113] [G loss: 1.879337] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325132] [G loss: 1.868768] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325118] [G loss: 1.876217] [Real_acc: 0.000000] 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0.000000] 7 [D loss: 0.325214] [G loss: 1.873405] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325158] [G loss: 1.524636] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325151] [G loss: 1.768316] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325181] [G loss: 1.821715] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325198] [G loss: 1.738358] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325299] [G loss: 1.700009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325127] [G loss: 1.670286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325118] [G loss: 1.590368] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325115] [G loss: 1.667420] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325121] [G loss: 1.828972] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325124] [G loss: 1.734222] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325137] [G loss: 1.653708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325147] [G loss: 1.731949] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325120] [G loss: 1.667784] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325128] [G loss: 1.762890] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325173] [G loss: 1.748383] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325146] [G loss: 1.613811] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325189] [G loss: 1.604789] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325177] [G loss: 1.768978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325138] [G loss: 1.914735] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325139] [G loss: 1.863536] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325125] [G loss: 1.842276] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325131] [G loss: 1.797975] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325134] [G loss: 1.602930] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325118] 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1.848055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325180] [G loss: 1.469250] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325141] [G loss: 1.619574] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325126] [G loss: 1.617423] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325146] [G loss: 1.483536] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325130] [G loss: 1.579377] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325121] [G loss: 1.651537] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325130] [G loss: 1.733513] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325130] [G loss: 1.791949] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325105] [G loss: 1.933309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325172] [G loss: 1.554660] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325187] [G loss: 1.496845] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325129] [G loss: 1.551039] 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0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325124] [G loss: 2.016861] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325119] [G loss: 1.741546] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325146] [G loss: 1.796424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325121] [G loss: 1.872419] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325149] [G loss: 1.707999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325112] [G loss: 1.767365] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325125] [G loss: 1.497734] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325151] [G loss: 1.714840] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325118] [G loss: 1.763484] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325125] [G loss: 1.867250] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325170] [G loss: 1.692083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325139] [G loss: 1.703912] [Real_acc: 0.000000] 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0.000000] 7 [D loss: 0.325121] [G loss: 1.560431] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325108] [G loss: 1.602319] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325115] [G loss: 1.712778] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325111] [G loss: 1.676593] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325134] [G loss: 1.941051] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325142] [G loss: 1.713468] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325169] [G loss: 1.816282] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325142] [G loss: 1.778985] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325128] [G loss: 1.771003] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325130] [G loss: 1.749003] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325141] [G loss: 1.690384] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325152] [G loss: 1.784330] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325160] [G loss: 1.905795] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325182] [G loss: 1.827672] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325146] [G loss: 1.843712] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325233] [G loss: 1.437156] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325181] [G loss: 1.694912] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325166] [G loss: 1.864112] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325118] [G loss: 1.804916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325147] [G loss: 1.662329] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325148] [G loss: 1.996931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325257] [G loss: 1.646460] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325218] [G loss: 1.470692] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325173] [G loss: 1.623489] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325120] [G loss: 1.546932] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325147] [G loss: 1.877359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325126] [G loss: 1.783057] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325154] [G loss: 2.004195] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325116] [G loss: 1.661068] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325133] [G loss: 2.095246] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325166] [G loss: 2.128176] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325166] [G loss: 1.760546] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325129] [G loss: 1.628223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325136] [G loss: 1.592972] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325250] [G loss: 1.482295] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325244] [G loss: 1.703465] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325209] [G loss: 1.833236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325206] [G loss: 1.621539] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325159] [G loss: 1.670535] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325139] [G loss: 1.518695] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325125] [G loss: 1.585260] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325125] [G loss: 1.634029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325115] [G loss: 1.742326] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325159] [G loss: 1.731716] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325238] [G loss: 1.734761] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325152] [G loss: 1.711069] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325198] [G loss: 1.984278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325175] [G loss: 1.741652] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325164] [G loss: 1.520043] 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0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325134] [G loss: 1.636858] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325116] [G loss: 1.608584] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325125] [G loss: 1.642407] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325154] [G loss: 1.839032] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325123] [G loss: 1.727347] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325128] [G loss: 1.588814] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325146] [G loss: 1.800109] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325129] [G loss: 1.459025] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325130] [G loss: 1.651048] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325117] [G loss: 1.743484] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325124] [G loss: 2.087919] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325127] [G loss: 1.766358] [Real_acc: 0.000000] 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0.000000] 7 [D loss: 0.325134] [G loss: 1.656323] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325147] [G loss: 1.848808] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325123] [G loss: 1.503466] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325117] [G loss: 1.699614] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325112] [G loss: 1.907843] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325111] [G loss: 1.825615] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325117] [G loss: 1.729659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325114] [G loss: 1.534658] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325107] [G loss: 1.553500] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325177] [G loss: 1.451357] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325125] [G loss: 1.695359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325118] [G loss: 1.602244] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325129] [G loss: 1.761707] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325137] [G loss: 1.717651] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325132] [G loss: 2.068446] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325122] [G loss: 1.528085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325111] [G loss: 1.747779] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325117] [G loss: 1.816381] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325188] [G loss: 1.444227] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325268] [G loss: 1.609497] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325157] [G loss: 1.774035] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325116] [G loss: 1.875967] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325119] [G loss: 1.715916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325146] [G loss: 1.651917] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325157] 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1.620726] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325200] [G loss: 1.830068] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325148] [G loss: 1.606486] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325178] [G loss: 1.862379] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325144] [G loss: 1.583183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325150] [G loss: 2.312289] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325213] [G loss: 1.620375] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325164] [G loss: 2.033202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325131] [G loss: 2.211560] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325154] [G loss: 1.830368] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325154] [G loss: 1.907171] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325167] [G loss: 1.739911] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325176] [G loss: 1.397138] 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0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325125] [G loss: 1.731955] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325117] [G loss: 1.943689] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325135] [G loss: 1.568728] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325153] [G loss: 1.683521] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325128] [G loss: 1.771313] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325125] [G loss: 1.659679] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325125] [G loss: 2.021809] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325148] [G loss: 1.884622] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325144] [G loss: 1.643105] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325123] [G loss: 1.657018] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325113] [G loss: 1.625278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325122] [G loss: 1.651000] [Real_acc: 0.000000] 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0.000000] 7 [D loss: 0.325112] [G loss: 1.855605] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325123] [G loss: 1.825886] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325109] [G loss: 1.666471] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325138] [G loss: 1.743873] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325150] [G loss: 1.932387] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325137] [G loss: 1.630252] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325125] [G loss: 1.599162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325127] [G loss: 1.923696] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325134] [G loss: 1.706598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325108] [G loss: 1.540164] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325124] [G loss: 1.575969] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325129] [G loss: 1.739314] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325124] [G loss: 1.819536] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325140] [G loss: 1.699005] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325140] [G loss: 1.793882] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325171] [G loss: 1.743722] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325269] [G loss: 1.637055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325261] [G loss: 1.721969] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325254] [G loss: 1.650186] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325217] [G loss: 1.668974] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325124] [G loss: 1.778363] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325122] [G loss: 1.673394] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325139] [G loss: 1.505388] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325151] [G loss: 1.725543] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325120] [G loss: 2.075684] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325148] [G loss: 1.902725] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325203] [G loss: 1.730944] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325163] [G loss: 1.712052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325122] [G loss: 1.693196] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325120] [G loss: 1.487895] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325139] [G loss: 1.734167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325125] [G loss: 1.549013] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325117] [G loss: 1.627070] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325114] [G loss: 1.755576] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325117] [G loss: 1.648650] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325140] [G loss: 1.596474] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325117] [G loss: 1.989833] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325111] [G loss: 1.604676] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325113] [G loss: 1.854293] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325131] [G loss: 1.805261] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325120] [G loss: 1.987800] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325137] [G loss: 1.792555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325121] [G loss: 1.552097] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325110] [G loss: 1.751213] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325110] [G loss: 1.652618] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325135] [G loss: 1.727563] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325120] [G loss: 1.622680] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325110] [G loss: 1.581932] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325113] [G loss: 1.903206] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325127] [G loss: 1.731644] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325313] [G loss: 1.773297] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325334] [G loss: 1.736430] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325198] [G loss: 1.561820] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325121] [G loss: 1.692941] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325220] [G loss: 1.437694] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325178] [G loss: 1.516453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325228] [G loss: 1.591834] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325147] [G loss: 2.157336] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325126] [G loss: 1.670983] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325144] [G loss: 1.682795] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325130] [G loss: 1.699270] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325160] [G loss: 1.760552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325109] [G loss: 1.599400] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325110] [G loss: 1.790738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325134] [G loss: 1.735856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325121] [G loss: 1.745522] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325136] [G loss: 1.694162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325114] [G loss: 1.609694] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325104] [G loss: 1.679416] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325136] [G loss: 1.712279] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325113] [G loss: 1.817626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325135] [G loss: 1.702573] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325147] [G loss: 1.587923] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325129] [G loss: 1.930780] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325125] [G loss: 1.738473] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325118] [G loss: 1.676137] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325137] [G loss: 1.753869] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325132] [G loss: 1.919006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325118] [G loss: 1.912442] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325148] [G loss: 1.609181] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325134] [G loss: 1.746453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325233] [G loss: 1.569298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325126] [G loss: 1.575519] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325119] [G loss: 1.716702] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325152] [G loss: 1.667341] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325138] [G loss: 1.851734] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325119] [G loss: 2.112695] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325124] [G loss: 1.690994] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325132] [G loss: 1.630120] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325131] [G loss: 1.864832] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325122] [G loss: 1.640048] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325118] [G loss: 1.704883] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325113] [G loss: 1.879454] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325121] [G loss: 1.635567] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325111] [G loss: 1.618916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325115] [G loss: 1.710806] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325149] [G loss: 1.795338] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325128] [G loss: 1.769245] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325118] [G loss: 1.713158] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325109] [G loss: 1.881382] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325115] [G loss: 1.547321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325106] [G loss: 1.734026] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325139] [G loss: 1.643128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325127] [G loss: 1.809497] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325124] [G loss: 1.743062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325116] [G loss: 1.963665] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325135] [G loss: 1.748132] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325157] [G loss: 1.531612] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325131] [G loss: 1.547421] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325115] [G loss: 1.626938] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325126] [G loss: 1.615744] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325132] [G loss: 1.536100] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325138] [G loss: 2.102339] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325196] [G loss: 1.729039] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325410] [G loss: 2.430252] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325122] [G loss: 1.793399] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325156] [G loss: 1.664045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325114] [G loss: 1.836466] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325130] [G loss: 1.849868] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325142] [G loss: 1.903298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325116] [G loss: 1.631146] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325130] [G loss: 1.773660] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325110] [G loss: 1.529680] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325115] [G loss: 1.870226] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325112] [G loss: 1.807323] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325122] [G loss: 1.837943] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325108] [G loss: 1.995505] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325121] [G loss: 1.808770] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325124] [G loss: 1.605059] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325114] [G loss: 1.768822] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325123] [G loss: 1.561840] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325157] [G loss: 1.564696] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325118] [G loss: 1.933045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325117] [G loss: 1.980718] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325172] [G loss: 1.739704] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325157] [G loss: 1.765260] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325132] [G loss: 1.607557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325137] [G loss: 1.942537] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325112] [G loss: 1.694225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325128] [G loss: 1.720762] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325118] [G loss: 1.714030] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325118] [G loss: 1.709766] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325106] [G loss: 1.723963] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325130] [G loss: 1.645459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325114] [G loss: 1.718164] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325124] [G loss: 1.800482] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325149] [G loss: 1.625225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325126] [G loss: 1.706787] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325147] [G loss: 1.904037] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325130] [G loss: 1.659552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325131] [G loss: 1.794990] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325113] [G loss: 1.869640] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325114] [G loss: 1.750736] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325117] [G loss: 1.729283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325158] [G loss: 2.023739] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325138] [G loss: 1.626343] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325119] [G loss: 1.667723] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325148] [G loss: 1.821268] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325144] [G loss: 1.682308] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325111] [G loss: 1.891903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325124] [G loss: 1.474061] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325109] [G loss: 1.968579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325132] [G loss: 1.758337] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325260] [G loss: 1.876211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325140] [G loss: 2.096087] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325128] [G loss: 1.626892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325146] [G loss: 1.767054] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325132] [G loss: 1.681230] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325122] [G loss: 1.547884] [Real_acc: 0.000000] [Fake_acc: 0.000000] 7 [D loss: 0.325141] [G loss: 1.793841] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
8 [D loss: 0.325129] [G loss: 1.875674] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325109] [G loss: 1.686601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325110] [G loss: 2.026018] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325139] [G loss: 1.739906] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325121] [G loss: 1.845011] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325189] [G loss: 1.398344] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325170] [G loss: 1.454873] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325119] [G loss: 1.680385] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325113] [G loss: 1.602995] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325127] [G loss: 1.791685] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325137] [G loss: 1.923994] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325233] [G loss: 2.116053] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.367770] [G loss: 1.677477] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.652171] [G loss: 2.293735] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.683391] [G loss: 2.341800] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.521587] [G loss: 1.850091] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.418393] [G loss: 1.723804] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.347352] [G loss: 1.617202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.333797] [G loss: 1.731722] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.333587] [G loss: 1.536885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.328772] [G loss: 1.803041] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.328329] [G loss: 1.503663] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.327283] [G loss: 1.612722] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.327044] [G loss: 1.729786] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.327196] [G loss: 1.715659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.327044] [G loss: 1.739887] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.327246] [G loss: 1.833124] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.326815] [G loss: 1.646089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.326372] [G loss: 1.469059] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.326383] [G loss: 1.615297] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.326834] [G loss: 1.645584] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.326434] [G loss: 1.542031] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.326054] [G loss: 1.470271] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.326322] [G loss: 1.702523] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325916] [G loss: 1.656143] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325916] [G loss: 1.550673] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.326075] [G loss: 1.756396] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.326008] [G loss: 1.737837] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325871] [G loss: 1.719749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.326914] [G loss: 1.598239] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.326428] [G loss: 1.507328] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.326346] [G loss: 1.402101] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.326020] [G loss: 1.564360] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.326524] [G loss: 1.443419] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325977] [G loss: 1.411144] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325638] [G loss: 1.653952] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325874] [G loss: 1.419847] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325982] [G loss: 1.416967] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325617] [G loss: 1.607228] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325535] [G loss: 1.516802] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325840] [G loss: 1.572187] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325674] [G loss: 1.516739] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325728] [G loss: 1.475149] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.326116] [G loss: 1.955415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325728] [G loss: 1.978807] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325580] [G loss: 1.869586] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325548] [G loss: 1.724236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.326029] [G loss: 1.378641] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325630] [G loss: 1.387447] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325684] [G loss: 1.520952] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325552] [G loss: 1.541908] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325480] [G loss: 1.243251] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325610] [G loss: 1.413357] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325587] [G loss: 1.313822] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325481] [G loss: 1.349188] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325619] [G loss: 1.459851] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325520] [G loss: 1.458555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325458] [G loss: 1.952978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325557] [G loss: 1.531822] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325565] [G loss: 1.427069] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325476] [G loss: 1.524318] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325571] [G loss: 1.514023] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325469] [G loss: 1.602664] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325512] [G loss: 1.471620] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325455] [G loss: 1.600868] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325486] [G loss: 1.462945] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325461] [G loss: 1.478170] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325429] [G loss: 1.327758] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325469] [G loss: 1.343177] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325468] [G loss: 1.461821] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325445] [G loss: 1.517732] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325406] [G loss: 1.365138] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325530] [G loss: 1.851079] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325503] [G loss: 1.390564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325456] [G loss: 1.679601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325450] [G loss: 1.433496] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325526] [G loss: 1.637252] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325469] [G loss: 1.518456] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325467] [G loss: 1.652374] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325393] [G loss: 1.474631] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325450] [G loss: 1.386797] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325785] [G loss: 1.204474] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325533] [G loss: 1.322357] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325489] [G loss: 1.612610] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325435] [G loss: 1.476494] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325347] [G loss: 1.488485] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325374] [G loss: 1.419032] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325393] [G loss: 1.696110] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325319] [G loss: 1.667626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325420] [G loss: 1.610738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325387] [G loss: 1.627635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325484] [G loss: 1.531944] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325473] [G loss: 1.638167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325403] [G loss: 1.646266] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325328] [G loss: 1.474141] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325522] [G loss: 1.547777] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325401] [G loss: 1.583027] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325380] [G loss: 1.547261] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325353] [G loss: 1.476596] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325431] [G loss: 1.434795] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325341] [G loss: 1.744766] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325328] [G loss: 1.570215] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325418] [G loss: 1.504570] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325423] [G loss: 1.388006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325322] [G loss: 1.559930] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325380] [G loss: 1.290116] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325347] [G loss: 1.738735] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325316] [G loss: 1.327436] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325884] [G loss: 1.568715] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325349] [G loss: 1.554167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325309] [G loss: 1.712686] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325285] [G loss: 1.314176] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325350] [G loss: 1.556557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325380] [G loss: 1.747781] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325359] [G loss: 1.500007] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325342] [G loss: 1.515864] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325453] [G loss: 1.406997] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325292] [G loss: 1.388510] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325413] [G loss: 1.405102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325339] [G loss: 1.594708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325338] [G loss: 1.938678] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325309] [G loss: 1.541864] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325316] [G loss: 1.682953] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.326088] [G loss: 1.603677] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325423] [G loss: 1.678952] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325467] [G loss: 1.402531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325569] [G loss: 1.354165] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325399] [G loss: 1.595982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325314] [G loss: 1.402045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325289] [G loss: 1.569609] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325365] [G loss: 1.238985] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325388] [G loss: 1.554813] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325360] [G loss: 1.545291] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325357] [G loss: 1.391818] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325275] [G loss: 1.320301] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325343] [G loss: 1.305573] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325377] [G loss: 1.408639] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325257] [G loss: 1.699699] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325327] [G loss: 1.451425] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325295] [G loss: 1.690111] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325346] [G loss: 1.537659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325269] [G loss: 1.345183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325290] [G loss: 1.486209] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325283] [G loss: 1.936689] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325269] [G loss: 1.484519] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325380] [G loss: 1.692328] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325227] [G loss: 1.500446] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325260] [G loss: 1.432021] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325318] [G loss: 1.392934] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325315] [G loss: 1.829151] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325296] [G loss: 1.340938] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325309] [G loss: 1.692490] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325209] [G loss: 1.465357] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325304] [G loss: 1.513179] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325298] [G loss: 1.403308] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325394] [G loss: 1.526530] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325305] [G loss: 1.624337] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325335] [G loss: 1.231146] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325269] [G loss: 1.345774] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325416] [G loss: 1.404448] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325244] [G loss: 1.311236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325323] [G loss: 1.589425] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325250] [G loss: 1.478858] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325295] [G loss: 1.342747] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325235] [G loss: 1.504267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325274] [G loss: 1.565025] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325305] [G loss: 1.553202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325306] [G loss: 1.565819] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325248] [G loss: 1.500688] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325243] [G loss: 1.600843] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325320] [G loss: 1.363117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325342] [G loss: 1.658453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325293] [G loss: 1.524916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325257] [G loss: 1.628409] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325232] [G loss: 1.474337] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325256] [G loss: 1.594617] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325334] [G loss: 1.312414] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325302] [G loss: 1.459485] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325469] [G loss: 1.355690] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325318] [G loss: 1.631095] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325289] [G loss: 1.305935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325257] [G loss: 1.621926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325240] [G loss: 1.406954] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325283] [G loss: 1.328803] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325326] [G loss: 1.520529] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325280] [G loss: 1.655935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325297] [G loss: 1.487174] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325252] [G loss: 1.458041] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325308] [G loss: 1.761429] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325269] [G loss: 1.625181] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325264] [G loss: 1.455371] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325269] [G loss: 1.261789] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325269] [G loss: 1.429527] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325260] [G loss: 1.682946] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325270] [G loss: 1.530446] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325303] [G loss: 1.407777] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325266] [G loss: 1.320386] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325261] [G loss: 1.550388] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325207] [G loss: 1.666513] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325232] [G loss: 1.436173] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325225] [G loss: 1.606038] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325247] [G loss: 1.376892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325233] [G loss: 1.288767] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325335] [G loss: 1.573699] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325368] [G loss: 1.754445] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325337] [G loss: 1.553315] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325239] [G loss: 1.582033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325260] [G loss: 1.389813] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325275] [G loss: 1.482998] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325393] [G loss: 1.479055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325225] [G loss: 1.770656] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325239] [G loss: 1.559167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325280] [G loss: 1.531697] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325220] [G loss: 1.690656] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325266] [G loss: 1.336210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325263] [G loss: 1.659166] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325293] [G loss: 1.529379] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325211] [G loss: 1.566999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325280] [G loss: 1.379734] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325248] [G loss: 1.382512] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325244] [G loss: 1.503193] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325233] [G loss: 1.781104] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325220] [G loss: 1.482764] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325290] [G loss: 1.583344] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325301] [G loss: 1.721035] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325273] [G loss: 1.435189] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325207] [G loss: 1.407379] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325238] [G loss: 1.620415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325229] [G loss: 1.616968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325218] [G loss: 1.399647] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325264] [G loss: 1.503366] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325305] [G loss: 1.511462] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325208] [G loss: 1.552554] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325350] [G loss: 1.691674] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325296] [G loss: 1.619242] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325238] [G loss: 1.580854] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325216] [G loss: 1.690759] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325239] [G loss: 1.373859] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325270] [G loss: 1.333937] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325226] [G loss: 1.603543] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325225] [G loss: 1.309063] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325317] [G loss: 1.602248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325245] [G loss: 1.346126] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325256] [G loss: 1.790027] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325214] [G loss: 1.459507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325216] [G loss: 1.394310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325253] [G loss: 1.454178] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325222] [G loss: 1.608538] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325240] [G loss: 1.575521] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325234] [G loss: 1.329433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325213] [G loss: 1.510937] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325265] [G loss: 1.629952] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325229] [G loss: 1.601319] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325204] [G loss: 1.545650] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325228] [G loss: 1.901415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325222] [G loss: 1.674097] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325224] [G loss: 1.455025] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325259] [G loss: 1.998153] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325210] [G loss: 1.798856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325198] [G loss: 1.625879] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325208] [G loss: 1.553727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325218] [G loss: 1.285511] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325194] [G loss: 1.772251] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325240] [G loss: 1.436454] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325238] [G loss: 1.423963] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325278] [G loss: 1.430151] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325228] [G loss: 1.526333] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325225] [G loss: 1.486874] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325217] [G loss: 1.399902] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325223] [G loss: 1.462170] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325227] [G loss: 1.330555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325201] [G loss: 1.667561] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325206] [G loss: 1.430482] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325210] [G loss: 1.396940] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325189] [G loss: 1.506208] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325223] [G loss: 1.497592] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325229] [G loss: 1.631544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325272] [G loss: 1.494897] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325340] [G loss: 1.452971] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325237] [G loss: 1.866074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325238] [G loss: 1.694830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325266] [G loss: 1.613916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325204] [G loss: 1.362763] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325225] [G loss: 1.509474] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325220] [G loss: 1.351357] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325224] [G loss: 1.499597] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325313] [G loss: 1.272932] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325212] [G loss: 1.614283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325229] [G loss: 1.663557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325192] [G loss: 1.579202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325223] [G loss: 1.536094] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325227] [G loss: 1.569598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325223] [G loss: 1.281776] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325186] [G loss: 1.534318] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325203] [G loss: 1.623837] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325180] [G loss: 1.737141] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325193] [G loss: 1.687175] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325236] [G loss: 1.431567] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325221] [G loss: 1.688894] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325202] [G loss: 1.395159] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325208] [G loss: 1.405031] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325236] [G loss: 1.414683] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325208] [G loss: 1.392025] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325218] [G loss: 1.573896] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325262] [G loss: 1.823050] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325198] [G loss: 1.886282] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325226] [G loss: 1.552737] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325187] [G loss: 1.161055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325199] [G loss: 1.720777] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325207] [G loss: 1.493901] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325209] [G loss: 1.728522] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325248] [G loss: 1.499730] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325215] [G loss: 1.579921] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325161] [G loss: 1.477364] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325229] [G loss: 1.664947] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325157] [G loss: 1.528419] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325185] [G loss: 1.618647] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325189] [G loss: 1.691858] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325233] [G loss: 1.626914] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325231] [G loss: 1.319031] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325182] [G loss: 1.587612] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325277] [G loss: 1.413877] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325207] [G loss: 1.586384] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325191] [G loss: 1.444494] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325167] [G loss: 1.328552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325187] [G loss: 1.440437] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325181] [G loss: 1.641517] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325179] [G loss: 1.439243] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325202] [G loss: 1.706404] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325211] [G loss: 1.615164] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325198] [G loss: 1.422502] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325204] [G loss: 1.439634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325203] [G loss: 1.581456] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325181] [G loss: 1.655317] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325224] [G loss: 1.414767] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325223] [G loss: 1.449737] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325219] [G loss: 1.515061] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325221] [G loss: 1.581511] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325262] [G loss: 1.617542] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325243] [G loss: 1.352871] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325163] [G loss: 1.715468] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325243] [G loss: 1.559907] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325160] [G loss: 1.577704] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325174] [G loss: 1.484783] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325199] [G loss: 1.363846] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325198] [G loss: 1.345602] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325200] [G loss: 1.305293] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325211] [G loss: 1.386139] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325179] [G loss: 1.371758] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325236] [G loss: 1.231486] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325227] [G loss: 1.183212] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325176] [G loss: 1.399038] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325198] [G loss: 1.575299] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325215] [G loss: 1.698323] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325230] [G loss: 1.397731] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325200] [G loss: 1.487981] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325181] [G loss: 1.415033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325199] [G loss: 1.338831] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325193] [G loss: 1.409450] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325206] [G loss: 1.379958] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325199] [G loss: 1.520740] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325163] [G loss: 1.261120] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325182] [G loss: 1.588816] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325178] [G loss: 1.416936] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325177] [G loss: 1.486043] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325183] [G loss: 1.711223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325218] [G loss: 1.658116] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325169] [G loss: 1.588945] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325175] [G loss: 1.413428] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325165] [G loss: 1.748971] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325166] [G loss: 1.405272] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325198] [G loss: 1.364338] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325176] [G loss: 1.615671] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325185] [G loss: 1.539993] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325176] [G loss: 1.420802] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325179] [G loss: 1.546153] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325179] [G loss: 1.564914] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325201] [G loss: 1.905793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325177] [G loss: 1.375353] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325210] [G loss: 1.481885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325198] [G loss: 1.691085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325202] [G loss: 1.605650] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325180] [G loss: 1.467671] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325187] [G loss: 1.615719] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325169] [G loss: 1.568199] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325196] [G loss: 1.393747] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325198] [G loss: 1.488266] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325187] [G loss: 1.398146] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325169] [G loss: 1.382322] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325163] [G loss: 1.357711] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325213] [G loss: 1.354971] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325190] [G loss: 1.430425] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325168] [G loss: 1.411136] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325166] [G loss: 1.481312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325215] [G loss: 1.446518] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325204] [G loss: 1.560873] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325199] [G loss: 1.484113] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325265] [G loss: 1.323404] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325174] [G loss: 1.727841] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325182] [G loss: 1.290402] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325177] [G loss: 1.579546] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325199] [G loss: 1.607857] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325192] [G loss: 1.512827] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325307] [G loss: 1.234849] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325184] [G loss: 1.443546] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325176] [G loss: 1.508661] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325171] [G loss: 1.197587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325167] [G loss: 1.819620] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325159] [G loss: 1.539448] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325148] [G loss: 1.461133] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325177] [G loss: 1.454317] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325211] [G loss: 1.511880] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325169] [G loss: 1.567083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325168] [G loss: 1.780286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325184] [G loss: 1.539207] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325171] [G loss: 1.424388] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325157] [G loss: 1.772770] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325177] [G loss: 1.448216] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325160] [G loss: 1.685023] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325174] [G loss: 1.277695] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325162] [G loss: 1.376308] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325191] [G loss: 1.477123] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325172] [G loss: 1.447157] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325156] [G loss: 1.758678] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325183] [G loss: 1.432282] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325153] [G loss: 1.686442] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325185] [G loss: 1.774782] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325180] [G loss: 1.871364] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325181] [G loss: 1.461933] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325195] [G loss: 1.474152] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325156] [G loss: 1.545439] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325161] [G loss: 1.421985] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325216] [G loss: 1.254394] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325166] [G loss: 1.448726] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325176] [G loss: 1.603341] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325164] [G loss: 1.488384] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325183] [G loss: 1.452794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325183] [G loss: 1.647708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325167] [G loss: 1.273952] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325149] [G loss: 1.580622] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325163] [G loss: 1.726329] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325384] [G loss: 1.348908] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325208] [G loss: 1.877237] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325154] [G loss: 1.591517] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325181] [G loss: 1.698966] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325164] [G loss: 1.715827] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325160] [G loss: 1.568113] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325178] [G loss: 1.575248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325163] [G loss: 1.782588] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325165] [G loss: 1.559384] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325147] [G loss: 1.657270] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325161] [G loss: 1.545029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325144] [G loss: 1.312688] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325186] [G loss: 1.594849] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325133] [G loss: 1.630313] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325209] [G loss: 1.485981] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325198] [G loss: 1.376989] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325253] [G loss: 1.761441] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325156] [G loss: 1.472850] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325152] [G loss: 1.437356] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325186] [G loss: 1.376256] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325154] [G loss: 1.531999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325172] [G loss: 1.543527] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325161] [G loss: 1.508493] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325140] [G loss: 1.556746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325152] [G loss: 1.379388] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325154] [G loss: 1.756681] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325136] [G loss: 1.427515] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325150] [G loss: 1.533777] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325177] [G loss: 1.546952] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325169] [G loss: 1.427427] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325166] [G loss: 1.541339] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325144] [G loss: 1.637840] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325159] [G loss: 1.202932] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325268] [G loss: 1.270674] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325157] [G loss: 1.581755] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325160] [G loss: 1.432210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325173] [G loss: 1.718237] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325196] [G loss: 1.293499] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325161] [G loss: 1.548609] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325161] [G loss: 1.625603] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325159] [G loss: 1.457316] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325150] [G loss: 1.537715] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325158] [G loss: 1.756597] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325139] [G loss: 1.389747] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325169] [G loss: 1.421400] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325150] [G loss: 1.443114] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325197] [G loss: 1.340468] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325151] [G loss: 1.748044] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325155] [G loss: 1.457608] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325138] [G loss: 1.571576] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325148] [G loss: 1.599687] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325151] [G loss: 1.613626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325368] [G loss: 1.279284] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325151] [G loss: 1.439305] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325172] [G loss: 1.455773] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325143] [G loss: 1.412044] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325165] [G loss: 1.913992] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325160] [G loss: 1.638039] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325190] [G loss: 1.378626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325170] [G loss: 1.410267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325248] [G loss: 1.911431] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325171] [G loss: 1.448773] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325165] [G loss: 1.406645] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325164] [G loss: 1.540475] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325185] [G loss: 1.524424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325148] [G loss: 1.345432] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325149] [G loss: 1.331747] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325165] [G loss: 1.242804] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325159] [G loss: 1.721706] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325158] [G loss: 1.575570] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325156] [G loss: 1.429591] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325159] [G loss: 1.520958] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325152] [G loss: 1.423558] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325279] [G loss: 1.599772] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325152] [G loss: 1.659104] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325183] [G loss: 1.733794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325151] [G loss: 1.514282] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325149] [G loss: 1.603987] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325152] [G loss: 1.642785] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325142] [G loss: 1.437230] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325164] [G loss: 1.653599] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325158] [G loss: 1.312165] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325150] [G loss: 1.671118] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325176] [G loss: 1.580870] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325145] [G loss: 1.624625] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325127] [G loss: 1.409144] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325150] [G loss: 1.462505] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325153] [G loss: 1.548105] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325156] [G loss: 1.703258] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325151] [G loss: 1.628904] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325142] [G loss: 1.570847] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325177] [G loss: 1.917976] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325179] [G loss: 1.578667] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325141] [G loss: 1.668157] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325143] [G loss: 1.503732] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325153] [G loss: 1.440816] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325149] [G loss: 1.470563] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325139] [G loss: 1.574266] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325157] [G loss: 1.570552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325191] [G loss: 1.827555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325157] [G loss: 1.533815] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325154] [G loss: 1.536679] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325160] [G loss: 1.494885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325144] [G loss: 1.845711] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325159] [G loss: 1.495157] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325165] [G loss: 1.304415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325129] [G loss: 1.613117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325147] [G loss: 1.682092] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325139] [G loss: 1.441194] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325145] [G loss: 1.435606] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325163] [G loss: 1.654001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325158] [G loss: 1.467993] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325158] [G loss: 1.506108] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325148] [G loss: 1.620100] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325144] [G loss: 1.615178] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325140] [G loss: 1.364455] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325159] [G loss: 1.557660] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325212] [G loss: 1.687261] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325138] [G loss: 1.404335] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325156] [G loss: 1.635971] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325152] [G loss: 1.406081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325155] [G loss: 1.293745] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325138] [G loss: 1.427113] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325142] [G loss: 1.634972] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325154] [G loss: 1.441805] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325139] [G loss: 1.447695] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325169] [G loss: 1.473508] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325158] [G loss: 1.533231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325144] [G loss: 1.537938] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325164] [G loss: 1.574441] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325143] [G loss: 1.342873] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325134] [G loss: 1.673138] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325164] [G loss: 1.500799] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325148] [G loss: 1.578298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325141] [G loss: 1.372075] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325186] [G loss: 1.534266] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325151] [G loss: 1.462953] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325152] [G loss: 1.522550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325149] [G loss: 1.549422] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325164] [G loss: 1.500755] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325142] [G loss: 1.438954] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325130] [G loss: 1.653564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325158] [G loss: 1.552672] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325152] [G loss: 1.342776] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325152] [G loss: 1.528534] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325140] [G loss: 1.716998] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325179] [G loss: 1.630836] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325148] [G loss: 1.335962] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325152] [G loss: 1.473888] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325151] [G loss: 1.578579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325134] [G loss: 1.569470] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325125] [G loss: 1.534465] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325137] [G loss: 1.411462] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325134] [G loss: 1.509519] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325167] [G loss: 1.491502] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325152] [G loss: 1.404179] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325146] [G loss: 1.380490] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325166] [G loss: 1.403245] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325140] [G loss: 1.555422] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325143] [G loss: 1.318791] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325222] [G loss: 1.572662] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325214] [G loss: 1.554979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325169] [G loss: 1.518070] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325148] [G loss: 1.419853] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325140] [G loss: 1.530740] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325147] [G loss: 1.478412] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325137] [G loss: 1.845667] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325171] [G loss: 1.481750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325151] [G loss: 1.456714] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325149] [G loss: 1.441199] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325160] [G loss: 1.416558] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325144] [G loss: 1.324255] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325147] [G loss: 1.783574] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325155] [G loss: 1.587290] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325161] [G loss: 1.478433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325133] [G loss: 1.427616] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325154] [G loss: 1.467211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325139] [G loss: 1.625822] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325293] [G loss: 1.192476] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325144] [G loss: 1.504502] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325166] [G loss: 1.510035] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325167] [G loss: 1.303064] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325151] [G loss: 1.654417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325153] [G loss: 1.350010] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325136] [G loss: 1.544123] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325156] [G loss: 1.645415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325139] [G loss: 1.488475] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325149] [G loss: 1.505277] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325153] [G loss: 1.557745] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325155] [G loss: 1.375742] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325148] [G loss: 1.669679] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325144] [G loss: 1.509246] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325140] [G loss: 1.616888] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325153] [G loss: 1.407598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325144] [G loss: 1.642808] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325141] [G loss: 1.512308] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325149] [G loss: 1.484999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325142] [G loss: 1.432132] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325143] [G loss: 1.464517] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325143] [G loss: 1.631460] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325144] [G loss: 1.517903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325131] [G loss: 1.630468] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325133] [G loss: 1.382955] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325147] [G loss: 1.611112] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325138] [G loss: 1.627733] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325141] [G loss: 1.355529] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325137] [G loss: 1.506431] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325155] [G loss: 1.473208] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325128] [G loss: 1.453084] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325143] [G loss: 1.578035] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325145] [G loss: 1.481969] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325154] [G loss: 1.598184] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325157] [G loss: 1.560281] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325156] [G loss: 1.482634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325146] [G loss: 1.557523] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325134] [G loss: 1.452131] [Real_acc: 0.000000] [Fake_acc: 0.000000] 8 [D loss: 0.325150] [G loss: 1.564327] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
9 [D loss: 0.325143] [G loss: 1.533728] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325129] [G loss: 1.641357] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325134] [G loss: 1.428862] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325141] [G loss: 1.376415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325131] [G loss: 1.370488] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325137] [G loss: 1.332265] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325132] [G loss: 1.530783] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325139] [G loss: 1.436971] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325136] [G loss: 1.445146] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325146] [G loss: 1.573153] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325135] [G loss: 1.375311] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325148] [G loss: 1.709746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325136] [G loss: 1.482377] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325153] [G loss: 1.291280] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325128] [G loss: 1.384342] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325136] [G loss: 1.595634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325191] [G loss: 1.406536] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325136] [G loss: 1.647598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325131] [G loss: 1.549808] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325128] [G loss: 1.415621] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325147] [G loss: 1.729009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325170] [G loss: 1.374121] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325132] [G loss: 1.388301] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325132] [G loss: 1.324917] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325150] [G loss: 1.634298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325147] [G loss: 1.506723] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325134] [G loss: 1.621192] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325135] [G loss: 1.350703] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325201] [G loss: 1.706285] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325149] [G loss: 1.538445] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325172] [G loss: 1.423753] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325155] [G loss: 1.623037] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325151] [G loss: 1.501934] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325132] [G loss: 1.444632] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325136] [G loss: 1.650718] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325160] [G loss: 1.156038] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325152] [G loss: 1.400337] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325160] [G loss: 1.305592] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325139] [G loss: 1.735438] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325118] [G loss: 1.427573] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325144] [G loss: 1.616442] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325137] [G loss: 1.400967] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325143] [G loss: 1.500731] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325132] [G loss: 1.353431] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325137] [G loss: 1.547229] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325145] [G loss: 1.446062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325137] [G loss: 1.559584] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325153] [G loss: 1.348015] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325136] [G loss: 1.316971] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325132] [G loss: 1.297809] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325141] [G loss: 1.716555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325147] [G loss: 1.518077] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325164] [G loss: 1.546302] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325129] [G loss: 1.342570] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325150] [G loss: 1.420750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325124] [G loss: 1.532065] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325150] [G loss: 1.834757] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325135] [G loss: 1.408496] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325131] [G loss: 1.659947] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325547] [G loss: 1.416071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325191] [G loss: 1.381348] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325125] [G loss: 1.473788] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325143] [G loss: 1.712462] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325118] [G loss: 1.835920] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325147] [G loss: 1.346548] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325137] [G loss: 1.545965] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325159] [G loss: 1.359016] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325165] [G loss: 1.621551] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325156] [G loss: 1.543314] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325146] [G loss: 1.706874] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325171] [G loss: 1.374951] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325148] [G loss: 1.475345] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325161] [G loss: 1.284951] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325218] [G loss: 1.682221] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325139] [G loss: 1.562872] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325132] [G loss: 1.543996] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325151] [G loss: 1.537464] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325222] [G loss: 1.270838] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325155] [G loss: 1.436802] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325139] [G loss: 1.278636] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325135] [G loss: 1.585196] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325136] [G loss: 1.533685] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325148] [G loss: 1.644804] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325138] [G loss: 1.295868] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325143] [G loss: 1.751373] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325164] [G loss: 1.511078] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325127] [G loss: 1.703671] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325147] [G loss: 1.584612] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325138] [G loss: 1.515471] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325143] [G loss: 1.605207] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325146] [G loss: 1.728849] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325135] [G loss: 1.671033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325146] [G loss: 1.710052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325135] [G loss: 1.583661] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325156] [G loss: 1.781856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325141] [G loss: 1.458856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325142] [G loss: 1.555827] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325128] 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1.546999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325124] [G loss: 1.556828] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325134] [G loss: 1.589507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325123] [G loss: 1.431289] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325136] [G loss: 1.737532] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325136] [G loss: 1.588401] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325131] [G loss: 1.570943] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325125] [G loss: 1.388046] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325138] [G loss: 1.478804] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325149] [G loss: 1.580650] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325141] [G loss: 1.472103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325134] [G loss: 1.381376] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325124] [G loss: 1.471069] 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0.000000] 9 [D loss: 0.325128] [G loss: 1.341711] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325140] [G loss: 1.453380] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325129] [G loss: 1.570406] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325138] [G loss: 1.648596] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325129] [G loss: 1.399056] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325127] [G loss: 1.731519] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325154] [G loss: 1.450557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325138] [G loss: 1.334538] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325135] [G loss: 1.596083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325132] [G loss: 1.545567] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325129] [G loss: 1.377067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325115] [G loss: 2.118837] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325123] [G loss: 1.652416] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325130] [G loss: 1.491807] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325216] [G loss: 1.349088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325127] [G loss: 1.574973] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325140] [G loss: 1.440997] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325131] [G loss: 1.488605] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325129] [G loss: 1.669793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325148] [G loss: 1.308119] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325122] [G loss: 1.613877] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325130] [G loss: 1.760200] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325174] [G loss: 1.321179] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325142] [G loss: 1.595649] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325131] 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1.744635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325128] [G loss: 1.967107] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325137] [G loss: 1.399589] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325128] [G loss: 1.468871] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325137] [G loss: 1.486288] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325137] [G loss: 1.684959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325159] [G loss: 1.500271] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325128] [G loss: 1.346396] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325136] [G loss: 1.642190] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325128] [G loss: 1.431057] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325117] [G loss: 1.758074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325128] [G loss: 1.418682] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325127] [G loss: 1.395130] 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0.000000] 9 [D loss: 0.325122] [G loss: 1.551349] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325130] [G loss: 1.376873] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325148] [G loss: 1.959532] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325119] [G loss: 1.542809] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325124] [G loss: 1.496800] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325137] [G loss: 1.709688] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325128] [G loss: 1.629531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325117] [G loss: 1.290147] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325138] [G loss: 1.496971] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325123] [G loss: 1.366610] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325127] [G loss: 1.259364] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325135] [G loss: 1.494718] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D 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0.000000] 9 [D loss: 0.325135] [G loss: 1.333451] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325117] [G loss: 1.410848] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325116] [G loss: 1.406454] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325120] [G loss: 1.644214] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325120] [G loss: 1.380892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325130] [G loss: 1.708238] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325114] [G loss: 1.433444] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325120] [G loss: 1.470750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325117] [G loss: 1.477549] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325122] [G loss: 1.992606] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325114] [G loss: 1.490226] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325120] [G loss: 1.529506] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D 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1.616419] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325111] [G loss: 1.422819] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325118] [G loss: 1.657493] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325121] [G loss: 1.409403] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325133] [G loss: 1.749073] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325144] [G loss: 1.584666] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325113] [G loss: 1.491619] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325138] [G loss: 1.543811] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325118] [G loss: 1.586751] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325118] [G loss: 1.628413] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325110] [G loss: 1.573879] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325116] [G loss: 1.434313] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325271] [G loss: 1.262452] 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1.587263] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325127] [G loss: 1.389510] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325140] [G loss: 1.530799] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325112] [G loss: 1.808243] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325110] [G loss: 1.457197] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325108] [G loss: 1.557596] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325113] [G loss: 1.427557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325111] [G loss: 1.440947] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325120] [G loss: 1.577719] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325125] [G loss: 1.579616] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325130] [G loss: 1.686713] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325116] [G loss: 1.348142] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325115] [G loss: 1.472056] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325117] [G loss: 1.586441] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325138] [G loss: 1.581371] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325133] [G loss: 1.240194] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325106] [G loss: 1.580459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325122] [G loss: 1.407510] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325117] [G loss: 1.460632] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325122] [G loss: 1.484033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325111] [G loss: 1.439757] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325117] [G loss: 1.320127] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325109] [G loss: 1.590819] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325124] [G loss: 1.568981] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325115] [G loss: 1.540311] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325117] [G loss: 1.482044] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325102] [G loss: 1.682907] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325131] [G loss: 1.701437] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325124] [G loss: 1.527286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325111] [G loss: 1.620103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325113] [G loss: 1.483708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325110] [G loss: 1.397330] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325134] [G loss: 1.445910] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325118] [G loss: 1.515809] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325107] [G loss: 1.763172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325103] [G loss: 1.374305] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325244] [G loss: 1.491819] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325139] [G loss: 1.726826] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325126] [G loss: 1.536695] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325145] [G loss: 1.463114] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325126] [G loss: 1.594416] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325161] [G loss: 1.434339] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325107] [G loss: 1.740737] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325195] [G loss: 1.496151] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325129] [G loss: 1.626251] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325146] [G loss: 1.282010] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325182] [G loss: 1.648639] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325112] [G loss: 1.610365] [Real_acc: 0.000000] [Fake_acc: 0.000000] 9 [D loss: 0.325115] [G loss: 1.705982] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
10 [D loss: 0.325108] [G loss: 1.655416] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325146] [G loss: 1.445314] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325111] [G loss: 1.537611] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325119] [G loss: 1.309436] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325154] [G loss: 1.429950] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325121] [G loss: 1.597744] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325125] [G loss: 1.452931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325128] [G loss: 1.468207] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325109] [G loss: 1.643510] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325130] [G loss: 1.511881] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325103] [G loss: 1.546353] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325131] [G loss: 1.746727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325117] [G loss: 1.551211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325117] [G loss: 1.459322] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325174] [G loss: 1.324210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325132] [G loss: 1.556664] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325132] [G loss: 1.476428] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325117] [G loss: 1.351721] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325112] [G loss: 1.357306] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325114] [G loss: 1.890371] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325131] [G loss: 1.670549] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325138] [G loss: 1.579238] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325106] [G loss: 1.375547] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325123] [G loss: 1.402215] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325106] [G loss: 1.373754] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325114] [G loss: 1.543237] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325112] [G loss: 1.617006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325110] [G loss: 1.676939] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325113] [G loss: 1.563695] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325121] [G loss: 1.399116] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325119] [G loss: 1.578902] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325113] [G loss: 1.403856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325118] [G loss: 1.348398] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325117] [G loss: 1.518441] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325125] [G loss: 1.481410] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325114] [G loss: 1.311923] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325120] [G loss: 1.466204] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325113] [G loss: 1.777940] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325113] [G loss: 1.910081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325113] [G loss: 1.440572] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325107] [G loss: 1.495767] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325108] [G loss: 1.442222] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325109] [G loss: 1.493918] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325110] [G loss: 1.445993] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325114] [G loss: 1.774553] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325107] [G loss: 1.431726] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325114] [G loss: 1.420688] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325110] [G loss: 1.389113] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325109] [G loss: 1.600753] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325117] [G loss: 1.472255] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325106] [G loss: 1.981766] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325107] [G loss: 1.627439] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325113] [G loss: 1.355415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325159] [G loss: 1.703672] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325611] [G loss: 1.491487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325291] [G loss: 1.622492] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.350868] [G loss: 1.418339] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.345650] [G loss: 1.815430] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.419573] [G loss: 1.463601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.330237] [G loss: 1.603157] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.326899] [G loss: 1.405063] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.326392] [G loss: 1.609844] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.326171] [G loss: 1.719699] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.326071] [G loss: 1.510481] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325949] [G loss: 1.542378] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.326077] [G loss: 1.412399] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.326018] [G loss: 1.747796] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325927] [G loss: 1.357774] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325851] [G loss: 1.425726] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325692] [G loss: 1.427189] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325773] [G loss: 1.408978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325639] [G loss: 1.451019] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325600] [G loss: 1.458312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325573] [G loss: 1.803122] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325476] [G loss: 1.523117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325655] [G loss: 1.756907] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325461] [G loss: 1.572079] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325571] [G loss: 1.555289] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325493] [G loss: 1.681965] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325510] [G loss: 1.735344] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325370] [G loss: 1.350743] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325521] [G loss: 1.492354] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325562] [G loss: 1.454894] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325550] [G loss: 1.423187] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325401] [G loss: 1.652531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325518] [G loss: 1.639711] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325566] [G loss: 1.381861] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325394] [G loss: 1.433261] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325413] [G loss: 1.516182] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325491] [G loss: 1.801191] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325435] [G loss: 1.521062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325391] [G loss: 1.392853] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325373] [G loss: 1.451288] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325293] [G loss: 1.609767] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325479] [G loss: 1.600791] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325382] [G loss: 1.364863] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325331] [G loss: 1.706760] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325283] [G loss: 1.475503] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325635] [G loss: 1.344006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325336] [G loss: 1.624849] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325389] [G loss: 1.515587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325308] [G loss: 1.537449] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325403] [G loss: 1.352804] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325293] [G loss: 1.636301] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325408] [G loss: 1.443022] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325339] [G loss: 1.487223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325414] [G loss: 1.570294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325505] [G loss: 1.483777] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325492] [G loss: 1.572045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325327] [G loss: 1.571481] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325402] [G loss: 1.475162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325250] [G loss: 1.399075] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325335] [G loss: 1.498334] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325274] [G loss: 1.374925] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325344] [G loss: 1.468420] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325352] [G loss: 1.616300] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325318] [G loss: 1.379265] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325530] [G loss: 1.587371] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325357] [G loss: 1.627872] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325254] [G loss: 1.424700] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325243] [G loss: 1.392366] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325366] [G loss: 1.716726] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325318] [G loss: 1.458253] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325333] [G loss: 1.422822] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325260] [G loss: 1.330076] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325296] [G loss: 1.385128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325494] [G loss: 1.421631] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325360] [G loss: 1.466359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325324] [G loss: 1.396859] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325238] [G loss: 1.769097] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325320] [G loss: 1.631430] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325252] [G loss: 1.387889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325499] [G loss: 1.370386] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325242] [G loss: 1.435796] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325246] [G loss: 1.458115] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325287] [G loss: 1.547711] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325317] [G loss: 1.322501] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325410] [G loss: 1.538620] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325319] [G loss: 1.494195] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325309] [G loss: 1.649011] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325275] [G loss: 1.493607] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325337] [G loss: 1.727910] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325398] [G loss: 1.420219] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325295] [G loss: 1.328007] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325248] [G loss: 1.531479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325237] [G loss: 1.539978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325328] [G loss: 1.426568] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325238] [G loss: 1.713165] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325233] [G loss: 1.273966] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.425438] [G loss: 1.515512] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.328388] [G loss: 1.597795] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.327321] [G loss: 1.695960] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325940] [G loss: 1.608091] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.326054] [G loss: 1.571420] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325945] [G loss: 1.844220] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325712] [G loss: 1.721150] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325735] [G loss: 1.628009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325786] [G loss: 1.808779] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325507] [G loss: 1.495552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325693] [G loss: 1.573332] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325622] [G loss: 1.414257] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.326071] [G loss: 1.903170] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325796] [G loss: 1.472916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325505] [G loss: 1.629732] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325552] [G loss: 1.364135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325610] [G loss: 1.428898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325532] [G loss: 1.534276] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325667] [G loss: 1.352918] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325746] [G loss: 1.435243] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325645] [G loss: 1.481440] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325535] [G loss: 1.346909] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325585] [G loss: 1.604774] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325533] [G loss: 1.682963] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325560] [G loss: 1.418881] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325646] [G loss: 1.785520] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325566] [G loss: 1.554818] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325488] [G loss: 1.660108] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325510] [G loss: 1.453682] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325401] [G loss: 1.380041] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325414] [G loss: 1.729692] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325360] [G loss: 1.530531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325376] [G loss: 1.291277] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325519] [G loss: 1.397458] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325343] [G loss: 1.573852] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325564] [G loss: 1.617915] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325373] [G loss: 1.329157] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325348] [G loss: 1.475614] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325375] [G loss: 1.660300] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325391] [G loss: 1.720683] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325433] [G loss: 1.520525] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325682] [G loss: 1.594636] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325526] [G loss: 1.566023] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325419] [G loss: 1.623872] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325368] [G loss: 1.569910] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325386] [G loss: 1.763439] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325297] [G loss: 1.481265] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325349] [G loss: 1.430196] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325363] [G loss: 1.571046] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325309] [G loss: 1.495132] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325283] [G loss: 1.348714] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325263] [G loss: 1.377686] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325417] [G loss: 1.460382] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325290] [G loss: 1.523305] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325427] [G loss: 1.639967] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.330831] [G loss: 1.504459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325728] [G loss: 1.757425] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325410] [G loss: 1.428288] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325301] [G loss: 1.311680] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325292] [G loss: 1.617977] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325290] [G loss: 1.587948] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325529] [G loss: 1.394282] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325315] [G loss: 1.480396] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325337] [G loss: 1.454143] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325306] [G loss: 1.372281] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325329] [G loss: 1.656074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325261] [G loss: 1.533367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325347] [G loss: 1.490384] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325266] [G loss: 1.297802] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325376] [G loss: 1.548633] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325595] [G loss: 1.350289] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325304] [G loss: 1.363861] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325261] [G loss: 1.477426] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325267] [G loss: 1.745807] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325207] [G loss: 2.023320] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325223] [G loss: 1.487201] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325223] [G loss: 1.510298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325301] [G loss: 1.402349] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325281] [G loss: 1.436152] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325214] [G loss: 1.573478] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325260] [G loss: 1.694859] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325225] [G loss: 1.559363] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325257] [G loss: 1.613942] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325281] [G loss: 1.606581] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325248] [G loss: 1.720563] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325237] [G loss: 1.614867] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325287] [G loss: 1.277928] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325249] [G loss: 1.367898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325200] [G loss: 1.469351] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325192] [G loss: 1.571955] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325213] [G loss: 1.670862] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325234] [G loss: 1.572762] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325264] [G loss: 1.414272] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325181] [G loss: 1.331153] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325189] [G loss: 1.357906] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325196] [G loss: 1.453088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325267] [G loss: 1.650754] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325228] [G loss: 1.481018] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325210] [G loss: 1.674662] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325193] [G loss: 1.358490] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325235] [G loss: 1.195597] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325189] [G loss: 1.420097] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325216] [G loss: 1.402564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325195] [G loss: 1.622453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325209] [G loss: 1.507052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325260] [G loss: 1.477222] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325256] [G loss: 1.549525] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325212] [G loss: 1.522980] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325225] [G loss: 1.482783] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325231] [G loss: 1.390327] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325189] [G loss: 1.574405] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325197] [G loss: 1.398728] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325258] [G loss: 1.378171] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325241] [G loss: 1.590591] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325197] [G loss: 1.477601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325153] [G loss: 1.512237] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325202] [G loss: 1.381917] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325213] [G loss: 1.529581] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325245] [G loss: 1.465845] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325256] [G loss: 1.601337] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325200] [G loss: 1.577750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325172] [G loss: 1.471295] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325166] [G loss: 1.579152] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325202] [G loss: 1.572564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325250] [G loss: 1.549066] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325264] [G loss: 1.782738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325164] [G loss: 1.474677] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325185] [G loss: 1.730778] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325199] [G loss: 1.407949] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325252] [G loss: 1.543308] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325190] [G loss: 1.458364] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325192] [G loss: 1.417284] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325268] [G loss: 1.452866] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325189] [G loss: 1.664579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325276] [G loss: 1.645672] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325198] [G loss: 1.696277] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325331] [G loss: 1.633542] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325197] [G loss: 1.489703] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325187] [G loss: 1.438750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325166] [G loss: 1.344823] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325183] [G loss: 1.636248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325176] [G loss: 1.457165] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325190] [G loss: 1.405825] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325211] [G loss: 1.707622] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325219] [G loss: 1.318942] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325359] [G loss: 1.517414] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325253] [G loss: 1.806725] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325179] [G loss: 1.675152] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325177] [G loss: 1.531424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325188] [G loss: 1.364369] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325189] [G loss: 1.515677] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325183] [G loss: 1.372381] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325204] [G loss: 1.269672] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325190] [G loss: 1.556330] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325180] [G loss: 1.478986] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325191] [G loss: 1.396215] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325187] [G loss: 1.568309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325178] [G loss: 1.680263] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325177] [G loss: 1.405877] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325192] [G loss: 1.540339] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325169] [G loss: 1.354044] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325177] [G loss: 1.566674] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325213] [G loss: 1.606654] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325211] [G loss: 1.654574] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325149] [G loss: 1.596260] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325336] [G loss: 1.729510] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325212] [G loss: 1.593738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325168] [G loss: 1.452827] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325172] [G loss: 1.626436] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325184] [G loss: 1.392537] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325160] [G loss: 1.787669] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325177] [G loss: 1.556615] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325177] [G loss: 1.694803] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325185] [G loss: 1.517866] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325181] [G loss: 1.575646] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325167] [G loss: 1.604648] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325169] [G loss: 1.253326] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325205] [G loss: 1.596557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325169] [G loss: 1.550482] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325169] [G loss: 1.515265] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325192] [G loss: 1.450694] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325181] [G loss: 1.538564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325222] [G loss: 1.395074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325168] [G loss: 1.551522] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325171] [G loss: 1.276654] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325174] [G loss: 1.390106] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325153] [G loss: 1.562649] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325147] [G loss: 1.507566] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325172] [G loss: 1.429311] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325138] [G loss: 1.451675] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325196] [G loss: 1.340080] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325186] [G loss: 1.664117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325171] [G loss: 1.389738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325238] [G loss: 1.309309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325161] [G loss: 1.617071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325166] [G loss: 1.672406] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325178] [G loss: 1.398293] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325173] [G loss: 1.476458] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325162] [G loss: 1.636494] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325160] [G loss: 1.487290] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325165] [G loss: 1.761447] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325184] [G loss: 1.679600] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325168] [G loss: 1.331478] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325156] [G loss: 1.506187] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325150] [G loss: 1.671815] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325164] [G loss: 1.413847] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325162] [G loss: 1.288604] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325264] [G loss: 1.488838] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325157] [G loss: 1.359571] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325179] [G loss: 1.498879] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325185] [G loss: 1.432346] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325156] [G loss: 1.227693] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325162] [G loss: 1.422007] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325151] [G loss: 1.510754] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325184] [G loss: 1.665407] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325162] [G loss: 1.415507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325458] [G loss: 1.860743] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325147] [G loss: 1.609619] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325153] [G loss: 1.461422] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325171] [G loss: 1.873760] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325186] [G loss: 1.316123] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325160] [G loss: 1.712986] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325157] [G loss: 1.433324] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325175] [G loss: 1.430940] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325178] [G loss: 1.398710] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325164] [G loss: 1.496418] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325154] [G loss: 1.583818] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325161] [G loss: 1.477439] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325151] [G loss: 1.516087] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325148] [G loss: 1.268876] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325151] [G loss: 1.781996] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325150] [G loss: 1.640306] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325149] [G loss: 1.551361] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325171] [G loss: 1.363750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325142] [G loss: 1.276727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325160] [G loss: 1.585281] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325189] [G loss: 1.483403] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325194] [G loss: 1.524149] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325181] [G loss: 1.573990] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325158] [G loss: 1.475009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325155] [G loss: 1.605800] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325139] [G loss: 1.310757] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325151] [G loss: 1.359634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325134] [G loss: 1.788779] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325158] [G loss: 1.485738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325164] [G loss: 1.492681] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325158] [G loss: 1.562305] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325170] [G loss: 1.436229] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325144] [G loss: 1.384904] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325145] [G loss: 1.329126] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325170] [G loss: 1.684081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325171] [G loss: 1.390951] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325151] [G loss: 1.591017] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325156] [G loss: 1.565161] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325145] [G loss: 1.510018] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325165] [G loss: 1.241626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325174] [G loss: 1.610499] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325151] [G loss: 1.349964] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325145] [G loss: 1.492834] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325168] [G loss: 1.504330] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325174] [G loss: 1.517867] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325157] [G loss: 1.365672] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325143] [G loss: 1.439426] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325145] [G loss: 1.489661] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325145] [G loss: 1.354596] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325157] [G loss: 1.592156] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325163] [G loss: 1.312750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325148] [G loss: 1.410034] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325154] [G loss: 1.325597] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325164] [G loss: 1.528258] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325169] [G loss: 1.394161] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325139] [G loss: 1.451933] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325146] [G loss: 1.770005] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325225] [G loss: 1.587315] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325171] [G loss: 1.234954] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325154] [G loss: 1.474589] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325166] [G loss: 1.702088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325150] [G loss: 1.445365] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325214] [G loss: 1.455178] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325171] [G loss: 1.550349] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325208] [G loss: 1.614705] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325147] [G loss: 1.418516] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325202] [G loss: 1.266204] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325179] [G loss: 1.456575] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325149] [G loss: 1.484971] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325168] [G loss: 1.420517] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325166] [G loss: 1.489732] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325158] [G loss: 1.571406] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325155] [G loss: 1.387652] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325157] [G loss: 1.494124] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325152] [G loss: 1.484190] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325175] [G loss: 1.674158] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325169] [G loss: 1.364795] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325147] [G loss: 1.377119] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325150] [G loss: 1.591584] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325156] [G loss: 1.326733] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325158] [G loss: 1.610890] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325141] [G loss: 1.640083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325138] [G loss: 1.426810] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325167] [G loss: 1.934619] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325138] [G loss: 1.373968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325174] [G loss: 1.494891] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325171] [G loss: 1.626663] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325143] [G loss: 1.371550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325139] [G loss: 1.607553] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325148] [G loss: 1.349965] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325148] [G loss: 1.550988] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325149] [G loss: 1.431910] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325156] [G loss: 1.555625] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325164] [G loss: 1.867920] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325148] [G loss: 1.349183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325150] [G loss: 1.394060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325153] [G loss: 1.375076] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325179] [G loss: 1.472932] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325154] [G loss: 1.426732] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325151] [G loss: 1.365166] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325149] [G loss: 1.396427] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325155] [G loss: 1.597625] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325165] [G loss: 1.422004] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325145] [G loss: 1.534719] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325140] [G loss: 1.377393] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325177] [G loss: 1.346088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325140] [G loss: 1.476946] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325154] [G loss: 1.775406] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325145] [G loss: 1.542481] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325159] [G loss: 1.320821] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325153] [G loss: 1.387948] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325142] [G loss: 1.411238] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325147] [G loss: 1.370024] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325143] [G loss: 1.534750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325180] [G loss: 1.365551] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325135] [G loss: 1.409596] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325151] [G loss: 1.469722] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325136] [G loss: 1.502247] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325201] [G loss: 1.443677] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325160] [G loss: 1.580350] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325149] [G loss: 1.947798] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325146] [G loss: 1.631312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325131] [G loss: 1.576617] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325151] [G loss: 1.716674] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325137] [G loss: 1.352932] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325156] [G loss: 1.470367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325147] [G loss: 1.676358] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325169] [G loss: 1.473413] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325179] [G loss: 1.299764] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325159] [G loss: 1.396110] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325154] [G loss: 1.365309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325153] [G loss: 1.339959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325157] [G loss: 1.453323] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325145] [G loss: 1.442597] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325147] [G loss: 1.496312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325152] [G loss: 1.505151] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325141] [G loss: 1.473593] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325169] [G loss: 1.650867] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325143] [G loss: 1.576474] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325151] [G loss: 1.648677] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325140] [G loss: 1.510216] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325158] [G loss: 1.699081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325136] [G loss: 1.851092] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325149] [G loss: 1.436673] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325156] [G loss: 1.469705] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325138] [G loss: 1.493294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325164] [G loss: 1.396425] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325147] [G loss: 1.385055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325159] [G loss: 1.421167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325147] [G loss: 1.457372] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325128] [G loss: 1.424151] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325148] [G loss: 1.385479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325161] [G loss: 1.717257] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325139] [G loss: 1.457845] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325130] [G loss: 1.884924] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325147] [G loss: 1.237151] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325147] [G loss: 1.284208] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325130] [G loss: 1.491302] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325146] [G loss: 1.675151] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325146] [G loss: 1.671057] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325164] [G loss: 1.626654] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325160] [G loss: 1.621172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325159] [G loss: 1.747932] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325143] [G loss: 1.422519] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325153] [G loss: 1.473124] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325145] [G loss: 1.496255] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325154] [G loss: 1.534201] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325161] [G loss: 1.415999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325172] [G loss: 1.622579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325140] [G loss: 1.752049] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325133] [G loss: 1.453295] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325128] [G loss: 1.359356] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325161] [G loss: 1.624696] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325138] [G loss: 1.720937] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325137] [G loss: 1.410893] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325154] [G loss: 1.457197] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325167] [G loss: 1.807890] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325138] [G loss: 1.851233] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325133] [G loss: 1.695115] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325154] [G loss: 1.346046] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325138] [G loss: 1.444259] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325145] [G loss: 1.548190] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325173] [G loss: 1.592705] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325151] [G loss: 1.436872] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325140] [G loss: 1.537603] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325127] [G loss: 1.301081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325154] [G loss: 1.614322] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325172] [G loss: 1.505699] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325132] [G loss: 1.607379] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325153] [G loss: 1.470020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325159] [G loss: 1.652930] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325133] [G loss: 1.427462] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325130] [G loss: 1.343450] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325125] [G loss: 1.495081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325126] [G loss: 1.694900] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325142] [G loss: 1.609845] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325176] [G loss: 1.356354] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325145] [G loss: 1.448043] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325139] [G loss: 1.416623] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325147] [G loss: 1.417162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325134] [G loss: 1.866276] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325129] [G loss: 1.367671] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325151] [G loss: 1.669717] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325184] [G loss: 1.553329] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325216] [G loss: 1.577867] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325122] [G loss: 1.557459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325160] [G loss: 1.669977] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325148] [G loss: 1.682666] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325159] [G loss: 1.633384] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325164] [G loss: 1.349682] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325137] [G loss: 1.572991] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325141] [G loss: 1.756610] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325153] [G loss: 1.364373] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325132] [G loss: 1.597106] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325132] [G loss: 1.494462] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325128] [G loss: 1.430731] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325134] [G loss: 1.474989] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325174] [G loss: 1.532530] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325158] [G loss: 1.512690] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325167] [G loss: 1.282479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325148] [G loss: 1.559198] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325146] [G loss: 1.758794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325145] [G loss: 1.665960] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325138] [G loss: 1.538331] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325131] [G loss: 1.505299] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325139] [G loss: 1.565291] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325129] [G loss: 1.317147] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325130] [G loss: 1.503551] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325140] [G loss: 1.801995] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325145] [G loss: 1.211013] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325132] [G loss: 1.435383] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325126] [G loss: 1.528127] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325137] [G loss: 1.369251] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325147] [G loss: 1.545294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325136] [G loss: 1.783950] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325130] [G loss: 1.582571] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325146] [G loss: 1.401810] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325130] [G loss: 1.526472] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325133] [G loss: 1.674133] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325138] [G loss: 1.428351] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325129] [G loss: 1.521466] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325129] [G loss: 1.643085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325163] [G loss: 1.394762] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325142] [G loss: 1.529008] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325128] [G loss: 1.454120] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325127] [G loss: 1.479675] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325136] [G loss: 1.590203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325148] [G loss: 1.500344] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325146] [G loss: 1.882185] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325133] [G loss: 1.442079] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325141] [G loss: 1.428537] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325138] [G loss: 1.597670] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325145] [G loss: 1.463759] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325153] [G loss: 1.586808] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325158] [G loss: 1.307133] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325141] [G loss: 1.720975] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325156] [G loss: 1.356848] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325155] [G loss: 1.472206] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325168] [G loss: 1.858126] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325135] [G loss: 1.539172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325147] [G loss: 1.631734] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325154] [G loss: 1.411384] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325134] [G loss: 1.421643] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325146] [G loss: 1.247667] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325144] [G loss: 1.455462] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325125] [G loss: 1.502269] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325142] [G loss: 1.459695] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325166] [G loss: 1.379069] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325145] [G loss: 1.406720] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325136] [G loss: 1.399541] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325158] [G loss: 1.599583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325147] [G loss: 1.438998] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325154] [G loss: 1.648811] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325143] [G loss: 1.497083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325152] [G loss: 1.351341] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325134] [G loss: 1.635055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325122] [G loss: 1.346923] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325139] [G loss: 1.432479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325140] [G loss: 1.736081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325120] [G loss: 1.426853] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325176] [G loss: 1.562171] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325140] [G loss: 1.547874] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325142] [G loss: 1.532457] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325131] [G loss: 1.681616] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325129] [G loss: 1.540937] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325127] [G loss: 1.503194] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325128] [G loss: 1.527330] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325131] [G loss: 1.361884] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325134] [G loss: 1.445283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325137] [G loss: 1.365625] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325141] [G loss: 1.381978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325154] [G loss: 1.609333] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325131] [G loss: 1.556521] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325137] [G loss: 1.559516] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325131] [G loss: 1.278095] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325133] [G loss: 1.466628] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325135] [G loss: 1.328936] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325136] [G loss: 1.380285] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325133] [G loss: 1.615476] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325130] [G loss: 1.549832] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.342306] [G loss: 1.667609] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.327499] [G loss: 1.798372] [Real_acc: 0.000000] [Fake_acc: 0.000000] 10 [D loss: 0.325956] [G loss: 1.477301] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
11 [D loss: 0.326352] [G loss: 1.761718] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325328] [G loss: 1.723024] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325225] [G loss: 1.583118] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325185] [G loss: 1.502727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325255] [G loss: 1.586287] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325195] [G loss: 1.516064] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325226] [G loss: 1.480412] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325245] [G loss: 1.598107] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.326678] [G loss: 1.498010] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325199] [G loss: 1.605071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325233] [G loss: 1.599252] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325189] [G loss: 1.496807] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325192] [G loss: 1.677369] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325159] [G loss: 1.507043] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325150] [G loss: 1.674217] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325205] [G loss: 1.429831] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325166] [G loss: 1.531478] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325197] [G loss: 1.523188] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325182] [G loss: 1.708196] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325168] [G loss: 1.475921] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325144] [G loss: 1.689729] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325304] [G loss: 1.240116] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325189] [G loss: 1.438162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325172] [G loss: 1.667804] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325162] [G loss: 1.563632] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325142] [G loss: 1.664387] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325163] [G loss: 1.541205] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325153] [G loss: 1.631454] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325165] [G loss: 1.636714] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325161] [G loss: 1.521989] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325153] [G loss: 1.469437] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325151] [G loss: 1.930292] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325199] [G loss: 1.424259] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325158] [G loss: 1.652697] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325183] [G loss: 1.455575] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325184] [G loss: 1.362876] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325258] [G loss: 1.686024] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325163] [G loss: 1.531678] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325166] [G loss: 1.582041] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325165] [G loss: 1.645615] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325156] [G loss: 1.555080] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325149] [G loss: 1.566230] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325155] [G loss: 1.507079] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325149] [G loss: 1.674246] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325162] [G loss: 1.505074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325131] [G loss: 1.702674] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325147] [G loss: 1.481699] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325162] [G loss: 1.854527] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D 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loss: 0.325172] [G loss: 1.427768] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325696] [G loss: 1.354881] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325199] [G loss: 1.564284] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325142] [G loss: 1.425081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325140] [G loss: 1.697292] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325168] [G loss: 1.572731] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325263] [G loss: 1.827476] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325141] [G loss: 1.553608] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325169] [G loss: 1.441213] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325152] [G loss: 1.766166] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325168] [G loss: 1.768228] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325142] [G loss: 1.887561] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325136] [G loss: 1.493962] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325146] [G loss: 1.644655] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325282] [G loss: 1.541982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325147] [G loss: 1.700004] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325205] [G loss: 1.733045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325149] [G loss: 1.623163] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325148] [G loss: 1.823721] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325174] [G loss: 1.614311] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325163] [G loss: 1.679112] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325168] [G loss: 1.491721] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325188] [G loss: 1.588630] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325173] [G loss: 1.605238] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325177] [G loss: 1.478569] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325149] [G loss: 1.696486] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325142] [G loss: 1.582107] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325148] [G loss: 1.650071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325147] [G loss: 1.745458] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325176] [G loss: 1.589292] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325160] [G loss: 1.599200] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325136] [G loss: 1.716213] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325135] [G loss: 1.626109] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325164] [G loss: 1.468738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325146] [G loss: 1.654610] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325179] [G loss: 1.667291] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325155] [G loss: 1.585065] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325149] [G loss: 1.537538] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325169] [G loss: 1.953856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325180] [G loss: 1.610117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325149] [G loss: 1.489574] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325138] [G loss: 1.495447] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325139] [G loss: 1.575433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325141] [G loss: 1.530056] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325167] [G loss: 1.415035] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325150] [G loss: 1.690587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325181] [G loss: 1.577379] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325146] [G loss: 1.473074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325142] [G loss: 1.404564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325133] [G loss: 1.581427] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325140] [G loss: 1.765226] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325160] [G loss: 1.587899] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325131] [G loss: 1.642186] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325140] [G loss: 1.699004] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325134] [G loss: 1.804871] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325146] [G loss: 1.561683] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325138] [G loss: 1.591967] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325142] [G loss: 1.627943] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325136] [G loss: 1.487748] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325143] [G loss: 1.643223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325135] [G loss: 1.513140] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325182] [G loss: 1.444797] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325154] [G loss: 1.714922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325146] [G loss: 1.828434] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325128] [G loss: 1.667213] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325144] [G loss: 1.672259] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325159] [G loss: 1.451008] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325120] [G loss: 1.668556] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325165] [G loss: 1.836978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325139] [G loss: 1.442277] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325165] [G loss: 1.695949] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325126] [G loss: 1.649019] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325131] [G loss: 1.585694] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325165] [G loss: 1.357486] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325136] [G loss: 1.590544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325140] [G loss: 2.094205] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325157] [G loss: 1.562204] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325134] [G loss: 1.526346] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325134] [G loss: 1.892489] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325151] [G loss: 1.352611] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325142] [G loss: 1.446919] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325142] [G loss: 1.318901] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325168] [G loss: 1.508814] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325155] [G loss: 1.452758] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325151] [G loss: 1.784211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325142] [G loss: 1.742795] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325128] [G loss: 1.608236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325135] [G loss: 1.589884] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325139] [G loss: 1.434931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325184] [G loss: 1.610687] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325140] [G loss: 1.463728] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325134] [G loss: 1.534423] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325129] [G loss: 1.716884] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325133] [G loss: 1.540423] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325695] [G loss: 1.459150] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325148] [G loss: 1.452170] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325137] [G loss: 1.532253] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325154] [G loss: 1.635859] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325128] [G loss: 1.645996] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325147] [G loss: 1.336677] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325140] [G loss: 1.564594] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325129] [G loss: 1.630264] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325139] [G loss: 1.375405] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325130] [G loss: 1.501883] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325149] [G loss: 1.577908] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325131] [G loss: 1.395170] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325128] [G loss: 1.821800] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325139] [G loss: 1.365194] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325130] [G loss: 1.848093] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325154] [G loss: 1.478587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325144] [G loss: 1.379398] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325140] [G loss: 1.519872] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325135] [G loss: 1.660253] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325142] [G loss: 1.383459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325143] [G loss: 1.696647] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325130] [G loss: 1.566574] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325126] [G loss: 1.682854] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325145] [G loss: 1.638077] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325138] [G loss: 1.707776] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325194] [G loss: 1.647112] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325128] [G loss: 1.647719] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325151] [G loss: 1.613627] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325141] [G loss: 1.542113] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325127] [G loss: 1.450912] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325139] [G loss: 1.696057] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325140] [G loss: 1.585018] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325141] [G loss: 1.514969] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325144] [G loss: 1.550691] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325139] [G loss: 1.529850] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325130] [G loss: 1.758470] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325127] [G loss: 1.561983] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325129] [G loss: 1.675020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325127] [G loss: 1.664542] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325149] [G loss: 1.211024] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325126] [G loss: 1.568413] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325131] [G loss: 1.874070] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325121] [G loss: 1.784288] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325178] [G loss: 1.502603] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325139] [G loss: 1.605769] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325129] [G loss: 1.758167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325126] [G loss: 1.514436] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325125] [G loss: 1.495293] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325124] [G loss: 1.551639] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325129] [G loss: 1.313010] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325132] [G loss: 1.545710] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325146] [G loss: 1.631801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325130] [G loss: 1.505374] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325130] [G loss: 1.438885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325122] [G loss: 1.517197] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325127] [G loss: 1.779439] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325141] [G loss: 1.613327] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325135] [G loss: 1.379437] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325136] [G loss: 1.585843] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325141] [G loss: 1.652936] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325137] [G loss: 1.627351] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325124] [G loss: 1.684449] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325132] [G loss: 1.506930] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325141] [G loss: 1.697572] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325165] [G loss: 1.486268] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325133] [G loss: 1.499270] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325130] [G loss: 1.560270] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325136] [G loss: 1.751324] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325131] [G loss: 1.590493] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325151] [G loss: 1.420699] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325135] [G loss: 1.444741] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325152] [G loss: 1.542396] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325174] [G loss: 1.432732] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325140] [G loss: 1.787746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D 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loss: 0.325139] [G loss: 1.605214] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325148] [G loss: 1.447153] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325140] [G loss: 1.421494] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325131] [G loss: 1.410833] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325138] [G loss: 1.628459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325121] [G loss: 1.484952] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325118] [G loss: 1.419530] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325139] [G loss: 1.510570] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325151] [G loss: 1.332146] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325135] [G loss: 1.387927] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325150] [G loss: 1.360909] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325143] [G loss: 1.901442] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325129] [G loss: 1.610143] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325128] [G loss: 1.459516] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325127] [G loss: 1.546545] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325137] [G loss: 1.454198] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325326] [G loss: 1.349332] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325132] [G loss: 1.436985] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325149] [G loss: 1.520657] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325132] [G loss: 1.429746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325142] [G loss: 1.391938] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325140] [G loss: 1.563375] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325132] [G loss: 1.437987] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325137] [G loss: 1.749550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325131] [G loss: 1.384937] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325177] [G loss: 1.510054] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325142] [G loss: 1.421404] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325126] [G loss: 1.554233] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325138] [G loss: 1.569596] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325134] [G loss: 1.608727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325129] [G loss: 1.510251] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325117] [G loss: 1.560685] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325139] [G loss: 1.335853] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325137] [G loss: 1.896470] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325130] [G loss: 1.561223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325122] [G loss: 1.776579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D 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loss: 0.325130] [G loss: 1.567075] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325127] [G loss: 1.552588] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325118] [G loss: 1.594414] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325113] [G loss: 1.359169] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325129] [G loss: 1.552407] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325133] [G loss: 1.465275] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325135] [G loss: 1.420244] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325126] [G loss: 1.272312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325138] [G loss: 1.559610] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325115] [G loss: 1.686074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325127] [G loss: 1.509119] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325140] [G loss: 1.688783] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325144] [G loss: 1.629544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325127] [G loss: 1.655939] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325119] [G loss: 1.744746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325159] [G loss: 1.468236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325122] [G loss: 1.609982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325137] [G loss: 1.740869] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325114] [G loss: 1.835956] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325114] [G loss: 1.569585] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325117] [G loss: 1.596817] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325124] [G loss: 1.589626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325120] [G loss: 1.548889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325123] [G loss: 1.517426] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325137] [G loss: 1.559476] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325118] [G loss: 1.421613] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325121] [G loss: 1.462160] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325120] [G loss: 1.509301] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325134] [G loss: 1.552103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325120] [G loss: 1.547345] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325136] [G loss: 1.675682] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325127] [G loss: 1.495093] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325139] [G loss: 1.828798] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325132] [G loss: 1.549917] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325131] [G loss: 1.502336] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325128] [G loss: 1.598180] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325121] [G loss: 1.487357] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325127] [G loss: 1.557884] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325133] [G loss: 1.801937] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325114] [G loss: 1.403800] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325135] [G loss: 1.755197] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325117] [G loss: 1.585777] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325127] [G loss: 1.499622] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325127] [G loss: 1.477233] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325121] [G loss: 1.636369] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325122] [G loss: 1.525877] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325133] [G loss: 1.641171] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325122] [G loss: 1.748008] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325121] [G loss: 1.443794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325138] [G loss: 1.437608] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325125] [G loss: 1.449210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325116] [G loss: 1.613965] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325127] [G loss: 1.586749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325121] [G loss: 1.363947] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325142] [G loss: 1.396619] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325130] [G loss: 1.371225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325125] [G loss: 1.738361] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325117] [G loss: 1.734191] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325125] [G loss: 1.549539] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325123] [G loss: 1.727879] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D 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loss: 0.325122] [G loss: 1.481918] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325126] [G loss: 1.691453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325124] [G loss: 1.627029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325125] [G loss: 1.494360] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325120] [G loss: 1.365310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325145] [G loss: 1.589492] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325128] [G loss: 1.665725] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325112] [G loss: 1.526713] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325120] [G loss: 1.493125] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325117] [G loss: 1.603648] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325122] [G loss: 1.543097] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325116] [G loss: 1.544583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325116] [G loss: 1.580201] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325125] [G loss: 1.565935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325130] [G loss: 1.756578] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325119] [G loss: 1.577228] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325122] [G loss: 1.365522] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325143] [G loss: 1.571041] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325117] [G loss: 1.719108] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325138] [G loss: 1.386807] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325122] [G loss: 1.505843] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325116] [G loss: 1.521550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325115] [G loss: 1.612697] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325134] [G loss: 1.447458] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D 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loss: 0.325113] [G loss: 1.585916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325109] [G loss: 1.598541] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325104] [G loss: 1.578634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325123] [G loss: 1.386902] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325112] [G loss: 1.409215] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325113] [G loss: 1.698555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325117] [G loss: 1.845687] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325130] [G loss: 1.469125] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325109] [G loss: 1.426260] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325110] [G loss: 1.696500] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325127] [G loss: 1.590871] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325111] [G loss: 1.827273] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325114] [G loss: 1.544848] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325128] [G loss: 1.598867] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325112] [G loss: 1.410585] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325141] [G loss: 1.650919] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325140] [G loss: 1.309522] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325116] [G loss: 1.484626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325110] [G loss: 1.516603] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325136] [G loss: 1.435532] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325120] [G loss: 1.823992] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325120] [G loss: 1.630969] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325115] [G loss: 1.550866] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325120] [G loss: 1.492220] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325119] [G loss: 1.539244] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325110] [G loss: 1.638572] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325120] [G loss: 1.493582] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325108] [G loss: 1.314650] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325118] [G loss: 1.619757] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325115] [G loss: 1.460213] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325117] [G loss: 1.415278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325109] [G loss: 1.366424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325119] [G loss: 1.431305] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325115] [G loss: 1.368093] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325111] [G loss: 1.524903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325117] [G loss: 1.820095] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325106] [G loss: 1.434319] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325114] [G loss: 1.447210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325129] [G loss: 1.561356] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325113] [G loss: 1.627587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325122] [G loss: 1.529018] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325128] [G loss: 1.699597] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325113] [G loss: 1.547040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325120] [G loss: 1.671305] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325120] [G loss: 1.588292] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325118] [G loss: 1.506469] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325125] [G loss: 1.505060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325110] [G loss: 1.489496] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325105] [G loss: 1.973995] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325139] [G loss: 1.559646] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325115] [G loss: 1.557778] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325118] [G loss: 1.558966] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325112] [G loss: 1.566903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325107] [G loss: 1.399912] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325120] [G loss: 1.545903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325119] [G loss: 1.661362] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325131] [G loss: 1.651439] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325107] [G loss: 1.605162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325121] [G loss: 1.656576] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325120] [G loss: 1.549625] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325117] [G loss: 1.532098] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325121] [G loss: 1.612417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325111] [G loss: 1.567900] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325119] [G loss: 1.757774] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325122] [G loss: 1.542063] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325122] [G loss: 1.629548] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325127] [G loss: 1.582945] [Real_acc: 0.000000] [Fake_acc: 0.000000] 11 [D loss: 0.325109] [G loss: 1.371556] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
12 [D loss: 0.325113] [G loss: 1.679272] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325110] [G loss: 1.718754] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325109] [G loss: 1.467587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325108] [G loss: 1.536834] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325112] [G loss: 1.573215] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325110] [G loss: 1.743202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325110] [G loss: 1.391346] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325122] [G loss: 1.624637] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325116] [G loss: 1.592467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325100] [G loss: 1.672472] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325118] [G loss: 1.706389] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325120] [G loss: 1.475402] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 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loss: 0.325119] [G loss: 1.485424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325112] [G loss: 1.480669] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325119] [G loss: 1.426216] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325108] [G loss: 1.458757] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325111] [G loss: 1.604571] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325116] [G loss: 1.472726] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325135] [G loss: 1.951406] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325136] [G loss: 1.383054] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325113] [G loss: 1.446194] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325108] [G loss: 1.573944] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325124] [G loss: 1.641579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325111] [G loss: 1.478292] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325128] [G loss: 1.434727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325108] [G loss: 1.439573] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325130] [G loss: 1.342401] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325113] [G loss: 1.403839] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325117] [G loss: 1.630226] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325111] [G loss: 1.618948] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325124] [G loss: 1.377371] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325115] [G loss: 1.522377] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325115] [G loss: 1.554829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325115] [G loss: 1.469785] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325114] [G loss: 1.535187] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325108] [G loss: 1.606694] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325113] [G loss: 1.499745] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325122] [G loss: 1.651033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325116] [G loss: 1.505097] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325120] [G loss: 1.395726] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325111] [G loss: 1.495771] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325108] [G loss: 1.635931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325124] [G loss: 1.413646] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325121] [G loss: 1.882177] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325125] [G loss: 1.612811] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325111] [G loss: 1.322003] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325114] [G loss: 1.732394] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325107] [G loss: 1.523832] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325123] [G loss: 1.474164] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325111] [G loss: 1.790167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325113] [G loss: 1.429140] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325122] [G loss: 1.408769] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325106] [G loss: 1.526193] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325134] [G loss: 1.691867] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325125] [G loss: 1.617672] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325113] [G loss: 1.619388] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325111] [G loss: 1.492415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325390] [G loss: 1.460796] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325155] [G loss: 1.498766] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325133] [G loss: 1.397953] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325110] [G loss: 1.522519] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325110] [G loss: 1.942215] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325127] [G loss: 1.463326] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325146] [G loss: 1.450270] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325113] [G loss: 1.649436] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325122] [G loss: 1.388199] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325109] [G loss: 1.412222] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325118] [G loss: 1.532242] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325113] [G loss: 1.514261] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325108] [G loss: 1.620339] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325116] [G loss: 1.567307] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325110] [G loss: 1.481183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325116] [G loss: 1.769873] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325116] [G loss: 1.600996] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325108] [G loss: 1.687779] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325137] [G loss: 1.405252] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325149] [G loss: 1.584540] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325118] [G loss: 1.464238] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325105] [G loss: 1.873580] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325121] [G loss: 1.545054] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325113] [G loss: 1.872957] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325108] [G loss: 1.673638] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325127] [G loss: 1.200069] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325119] [G loss: 1.473521] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325114] [G loss: 1.657887] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325118] [G loss: 1.657892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325115] [G loss: 1.548958] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325107] [G loss: 1.494890] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325118] [G loss: 1.499849] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325133] [G loss: 1.298956] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325118] [G loss: 1.455581] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325109] [G loss: 1.374830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325115] [G loss: 1.830758] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325116] [G loss: 1.643000] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325126] [G loss: 1.486329] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325121] [G loss: 1.493473] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325110] [G loss: 1.729090] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325110] [G loss: 1.743765] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325105] [G loss: 1.382258] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325118] [G loss: 1.561278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325119] [G loss: 1.734718] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325113] [G loss: 1.336626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325108] [G loss: 1.397046] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325113] [G loss: 1.295562] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325115] [G loss: 1.368729] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325110] [G loss: 1.492751] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325110] [G loss: 1.497260] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325113] [G loss: 1.502961] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325106] [G loss: 1.376334] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325118] [G loss: 1.659776] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325107] [G loss: 1.493667] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325111] [G loss: 1.661296] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325120] [G loss: 1.621099] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325111] [G loss: 1.529522] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325108] [G loss: 1.756163] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325110] [G loss: 1.610033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325109] [G loss: 1.615733] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325124] [G loss: 1.391678] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325112] [G loss: 1.371975] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325107] [G loss: 1.470828] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D 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loss: 0.325116] [G loss: 1.557856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325110] [G loss: 1.513037] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325127] [G loss: 1.415942] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325115] [G loss: 1.467801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325117] [G loss: 1.588021] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325113] [G loss: 1.466976] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325116] [G loss: 1.472091] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325113] [G loss: 1.577238] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325108] [G loss: 1.291855] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325109] [G loss: 1.579501] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325119] [G loss: 1.553886] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325108] [G loss: 1.332382] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325099] [G loss: 1.568845] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325109] [G loss: 1.457968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325098] [G loss: 1.507719] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325107] [G loss: 1.402552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325110] [G loss: 1.518959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325109] [G loss: 1.487678] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325112] [G loss: 1.479884] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325136] [G loss: 1.465234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325110] [G loss: 1.644199] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325104] [G loss: 1.663602] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325112] [G loss: 1.429865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325136] [G loss: 1.349905] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325131] [G loss: 1.750973] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325117] [G loss: 1.652979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325109] [G loss: 1.677311] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325101] [G loss: 1.660379] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325113] [G loss: 1.853138] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325101] [G loss: 1.576151] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325141] [G loss: 1.623123] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325114] [G loss: 1.501661] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325110] [G loss: 1.534598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325116] [G loss: 1.798980] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325145] [G loss: 1.480254] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325130] [G loss: 1.366128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325102] [G loss: 1.481672] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325114] [G loss: 1.554063] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325104] [G loss: 1.526599] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325104] [G loss: 1.545788] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325142] [G loss: 1.440074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325118] [G loss: 1.493926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325104] [G loss: 1.705134] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325120] [G loss: 1.905668] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325116] [G loss: 1.521901] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325114] [G loss: 1.462013] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325111] [G loss: 1.542168] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325141] [G loss: 1.570517] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325142] [G loss: 1.435782] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325168] [G loss: 1.544851] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325210] [G loss: 1.409296] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325127] [G loss: 1.546511] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325127] [G loss: 1.397173] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325102] [G loss: 2.050222] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325136] [G loss: 1.362854] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325115] [G loss: 1.681029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325104] [G loss: 1.560052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325099] [G loss: 1.606768] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325109] [G loss: 1.414362] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325104] [G loss: 1.692005] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325108] [G loss: 1.777841] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325113] [G loss: 1.531075] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325111] [G loss: 1.355664] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325106] [G loss: 1.407505] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325109] [G loss: 1.598138] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325109] [G loss: 1.450194] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325105] [G loss: 1.377741] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325109] [G loss: 1.503235] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325110] [G loss: 1.366825] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325130] [G loss: 1.401630] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325114] [G loss: 1.585042] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325111] [G loss: 1.532677] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325118] [G loss: 1.468270] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325101] [G loss: 1.586733] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325105] [G loss: 1.619211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325106] [G loss: 1.455421] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325106] [G loss: 1.531793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325128] [G loss: 1.495358] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325160] [G loss: 1.470359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325103] [G loss: 1.583235] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325111] [G loss: 1.323655] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325108] [G loss: 1.383199] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325122] [G loss: 1.396912] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325104] [G loss: 1.489098] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325121] [G loss: 1.484767] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325106] [G loss: 1.470935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325127] [G loss: 1.579462] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325118] [G loss: 1.606807] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325109] [G loss: 1.880557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325115] [G loss: 1.360366] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325104] [G loss: 1.543736] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325116] [G loss: 1.430894] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325108] [G loss: 1.491922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325121] [G loss: 1.421101] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325173] [G loss: 1.630667] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325159] [G loss: 1.480767] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325128] [G loss: 1.565755] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325120] [G loss: 1.580497] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325176] [G loss: 1.648144] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325107] [G loss: 1.756936] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325113] [G loss: 1.458776] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325125] [G loss: 1.612745] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325112] [G loss: 1.689780] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325115] [G loss: 1.484936] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325115] [G loss: 1.586715] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325114] [G loss: 1.555669] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325107] [G loss: 1.383904] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325101] [G loss: 1.586901] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325111] [G loss: 1.650228] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325113] [G loss: 1.495225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325110] [G loss: 1.441421] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325111] [G loss: 1.554899] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325121] [G loss: 1.308792] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325118] [G loss: 1.569017] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325129] [G loss: 1.309400] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325105] [G loss: 1.374833] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325116] [G loss: 1.547813] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325116] [G loss: 1.575715] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325114] [G loss: 1.622061] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325128] [G loss: 1.515124] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325108] [G loss: 1.697407] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325102] [G loss: 1.856518] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325113] [G loss: 1.740766] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325121] [G loss: 1.589889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325107] [G loss: 1.510165] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325104] [G loss: 1.550714] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325100] [G loss: 1.645119] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325122] [G loss: 1.603390] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325123] [G loss: 1.543804] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325115] [G loss: 1.543411] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325104] [G loss: 1.402067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325105] [G loss: 1.652173] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325109] [G loss: 1.450186] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325143] [G loss: 1.652083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325130] [G loss: 1.332943] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325126] [G loss: 1.664543] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325106] [G loss: 1.749181] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325106] [G loss: 1.466492] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325108] [G loss: 1.588936] [Real_acc: 0.000000] [Fake_acc: 0.000000] 12 [D loss: 0.325105] [G loss: 1.383739] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
13 [D loss: 0.325102] [G loss: 1.693230] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325103] [G loss: 1.397769] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325111] [G loss: 1.562689] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325100] [G loss: 1.435062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325104] [G loss: 1.580007] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325111] [G loss: 1.409232] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325145] [G loss: 1.424148] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325121] [G loss: 1.474898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325108] [G loss: 2.141976] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325104] [G loss: 1.629956] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325120] [G loss: 1.662194] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325106] [G loss: 1.556129] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325106] [G loss: 1.753500] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325099] [G loss: 1.485664] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325105] [G loss: 1.591682] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325101] [G loss: 1.505509] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325111] [G loss: 1.433298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325109] [G loss: 1.853878] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325109] [G loss: 1.573639] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325103] [G loss: 1.480202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325117] [G loss: 1.759183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325110] [G loss: 1.577396] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325110] [G loss: 2.068681] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325105] [G loss: 1.549736] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325109] [G loss: 1.499753] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325098] [G loss: 1.523648] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325119] [G loss: 1.410488] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325132] [G loss: 1.310244] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325111] [G loss: 1.642778] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325118] [G loss: 1.405223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325139] [G loss: 1.379443] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325118] [G loss: 1.553969] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325113] [G loss: 1.525404] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325111] [G loss: 1.340553] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325109] [G loss: 1.454409] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325127] [G loss: 1.799706] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D 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loss: 0.325230] [G loss: 1.429547] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325287] [G loss: 1.331855] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325371] [G loss: 1.356589] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325297] [G loss: 1.462239] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325234] [G loss: 1.380336] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325253] [G loss: 1.247056] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.326416] [G loss: 1.360576] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325270] [G loss: 1.337220] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325271] [G loss: 1.389964] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325214] [G loss: 1.369210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325209] [G loss: 1.411859] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325245] [G loss: 1.373803] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325305] [G loss: 1.234102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325188] [G loss: 1.535100] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325361] [G loss: 1.271968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325390] [G loss: 1.313929] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325227] [G loss: 1.352180] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325239] [G loss: 1.424973] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325288] [G loss: 1.635859] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325264] [G loss: 1.547240] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325250] [G loss: 1.404994] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325274] [G loss: 1.263440] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325230] [G loss: 1.242807] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325240] [G loss: 1.520322] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325294] [G loss: 1.480477] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325256] [G loss: 1.242436] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325221] [G loss: 1.589907] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325251] [G loss: 1.362353] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325247] [G loss: 1.173840] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325232] [G loss: 1.391514] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325241] [G loss: 1.346688] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325270] [G loss: 1.308303] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325240] [G loss: 1.264224] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325232] [G loss: 1.443039] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325261] [G loss: 1.622552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325229] [G loss: 1.592893] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325331] [G loss: 1.336819] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325226] [G loss: 1.301476] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325206] [G loss: 1.516581] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325266] [G loss: 1.325388] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325225] [G loss: 1.362530] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325249] [G loss: 1.216040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325235] [G loss: 1.376593] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325227] [G loss: 1.268437] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325255] [G loss: 1.209425] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325222] [G loss: 1.403167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325326] [G loss: 1.300284] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325233] [G loss: 1.196061] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325250] [G loss: 1.509893] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325234] [G loss: 1.537580] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325206] [G loss: 1.316152] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325256] [G loss: 1.546645] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325229] [G loss: 1.173298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325224] [G loss: 1.164936] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325219] [G loss: 1.444184] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325315] [G loss: 1.425893] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325664] [G loss: 1.294250] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325213] [G loss: 1.552135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.326371] [G loss: 1.490157] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325444] [G loss: 1.337355] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325251] [G loss: 1.512657] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325209] [G loss: 1.509826] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325198] [G loss: 1.425003] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325232] [G loss: 1.401720] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325243] [G loss: 1.460718] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325252] [G loss: 1.442894] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325257] [G loss: 1.652709] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325187] [G loss: 1.405898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325213] [G loss: 1.380445] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325185] [G loss: 1.247930] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325327] [G loss: 1.227180] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325205] [G loss: 1.431595] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325200] [G loss: 1.826232] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325221] [G loss: 1.305532] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325233] [G loss: 1.326734] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325192] [G loss: 1.475662] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325267] [G loss: 1.410070] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325265] [G loss: 1.523658] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325215] [G loss: 1.723454] [Real_acc: 0.000000] [Fake_acc: 0.000000] 13 [D loss: 0.325215] [G loss: 1.308151] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
14 [D loss: 0.325184] [G loss: 1.436387] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325219] [G loss: 1.365338] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325249] [G loss: 1.573865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325219] [G loss: 1.406304] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325170] [G loss: 1.303264] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325258] [G loss: 1.462351] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325203] [G loss: 1.487507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325238] [G loss: 1.278495] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325239] [G loss: 1.591200] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325193] [G loss: 1.260067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325162] [G loss: 1.455458] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325246] [G loss: 1.302895] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 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loss: 0.325216] [G loss: 1.371927] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325213] [G loss: 1.436626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325168] [G loss: 1.359058] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325560] [G loss: 1.036211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325208] [G loss: 1.405261] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325166] [G loss: 1.272589] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325169] [G loss: 1.348599] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325190] [G loss: 1.415321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325221] [G loss: 1.459733] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325195] [G loss: 1.354084] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325195] [G loss: 1.496309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325194] [G loss: 1.461803] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325191] [G loss: 1.666142] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325201] [G loss: 1.597572] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325227] [G loss: 1.320304] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325187] [G loss: 1.375230] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325218] [G loss: 1.499747] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325221] [G loss: 1.363666] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325196] [G loss: 1.618995] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325197] [G loss: 1.524762] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325180] [G loss: 1.382634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325206] [G loss: 1.781338] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325165] [G loss: 1.433240] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325191] [G loss: 1.448708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325175] [G loss: 1.371130] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325195] [G loss: 1.557097] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325186] [G loss: 1.432602] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325170] [G loss: 1.266361] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325204] [G loss: 1.644516] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325183] [G loss: 1.361164] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325162] [G loss: 1.350452] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325181] [G loss: 1.310448] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325212] [G loss: 1.358851] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325183] [G loss: 1.459272] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.326075] [G loss: 1.636391] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325189] [G loss: 1.516072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325190] [G loss: 1.380802] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325221] [G loss: 1.555001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325174] [G loss: 1.608393] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325219] [G loss: 1.389562] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325196] [G loss: 1.266725] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325177] [G loss: 1.329266] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325148] [G loss: 1.324680] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325195] [G loss: 1.610325] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325252] [G loss: 1.363600] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325226] [G loss: 1.797673] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325212] [G loss: 1.305450] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325179] [G loss: 1.586640] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325202] [G loss: 1.336667] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325205] [G loss: 1.259158] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325252] [G loss: 1.314833] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325183] [G loss: 1.349553] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325197] [G loss: 1.341442] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325168] [G loss: 1.269670] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325184] [G loss: 1.246161] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325179] [G loss: 1.404774] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325196] [G loss: 1.531011] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325221] [G loss: 1.707606] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325169] [G loss: 1.295721] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325182] [G loss: 1.428097] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325187] [G loss: 1.333376] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325186] [G loss: 1.205357] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325186] [G loss: 1.351294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325175] [G loss: 1.251024] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325177] [G loss: 1.451333] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325180] [G loss: 1.351694] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325163] [G loss: 1.341452] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325185] [G loss: 1.668505] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325235] [G loss: 1.414837] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325170] [G loss: 1.714913] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325172] [G loss: 1.394570] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325164] [G loss: 1.127855] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325204] [G loss: 1.288900] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325168] [G loss: 1.443575] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325173] [G loss: 1.371997] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325167] [G loss: 1.479751] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325188] [G loss: 1.838093] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325190] [G loss: 1.219767] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325163] [G loss: 1.451976] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325191] [G loss: 1.485827] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325153] [G loss: 1.466623] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325151] [G loss: 1.450236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325170] [G loss: 1.457754] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325174] [G loss: 1.488781] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325139] [G loss: 1.600334] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325146] [G loss: 1.668203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325174] [G loss: 1.373761] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325198] [G loss: 1.600265] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325240] [G loss: 1.493873] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325189] [G loss: 1.292955] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325164] [G loss: 1.454858] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325167] [G loss: 1.417021] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325205] [G loss: 1.190690] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325151] [G loss: 1.579561] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325164] [G loss: 1.401269] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325160] [G loss: 1.280305] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D 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loss: 0.325124] [G loss: 1.349724] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325127] [G loss: 1.671822] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325108] [G loss: 1.382063] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325152] [G loss: 1.485188] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325117] [G loss: 1.557579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325151] [G loss: 1.314951] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325120] [G loss: 1.319259] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325120] [G loss: 1.385191] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325125] [G loss: 1.443268] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325140] [G loss: 1.545933] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325161] [G loss: 1.217062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325167] [G loss: 1.471930] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325133] [G loss: 1.291641] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325140] [G loss: 1.425311] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325120] [G loss: 1.396369] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325116] [G loss: 1.363200] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325119] [G loss: 1.280859] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325114] [G loss: 1.384650] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325141] [G loss: 1.191191] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325131] [G loss: 1.224004] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325133] [G loss: 1.392808] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325117] [G loss: 1.502570] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325123] [G loss: 1.614065] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325122] [G loss: 1.357645] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325121] [G loss: 1.379304] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325128] [G loss: 1.430812] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325128] [G loss: 1.426203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325130] [G loss: 1.426328] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325120] [G loss: 1.557919] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325135] [G loss: 1.502118] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325123] [G loss: 1.613152] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325166] [G loss: 1.270942] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325123] [G loss: 1.280168] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325132] [G loss: 1.357671] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325143] [G loss: 1.373114] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325127] [G loss: 1.446896] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325127] [G loss: 1.371340] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325119] [G loss: 1.217983] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325119] [G loss: 1.331261] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325146] [G loss: 1.251909] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325129] [G loss: 1.580276] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325112] [G loss: 1.356956] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325133] [G loss: 1.352922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325123] [G loss: 1.463343] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325124] [G loss: 1.389242] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325121] [G loss: 1.444940] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325115] [G loss: 1.561776] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325124] [G loss: 1.503242] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325122] [G loss: 1.470355] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325116] [G loss: 1.393746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325126] [G loss: 1.483479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325138] [G loss: 1.410916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325127] [G loss: 1.485252] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325135] [G loss: 1.347748] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325128] [G loss: 1.732367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325116] [G loss: 1.462404] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325119] [G loss: 1.362258] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325128] [G loss: 1.364148] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325119] [G loss: 1.436650] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325111] [G loss: 1.438446] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325133] [G loss: 1.278129] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325117] [G loss: 1.311920] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325115] [G loss: 1.623002] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325137] [G loss: 1.452879] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325117] [G loss: 1.618677] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325128] [G loss: 1.387595] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325123] [G loss: 1.313762] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325124] [G loss: 1.380962] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325131] [G loss: 1.400183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325127] [G loss: 1.445124] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325114] [G loss: 1.336254] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325114] [G loss: 1.430761] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325119] [G loss: 1.210644] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325141] [G loss: 1.251190] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325113] [G loss: 1.411394] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325125] [G loss: 1.352729] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325134] [G loss: 1.428841] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325136] [G loss: 1.393915] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325141] [G loss: 1.438725] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325118] [G loss: 1.300891] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325113] [G loss: 1.332072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325122] [G loss: 1.544791] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325120] [G loss: 1.260267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325121] [G loss: 1.379553] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325109] [G loss: 1.386979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325115] [G loss: 1.398398] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325119] [G loss: 1.549170] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325130] [G loss: 1.588850] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325131] [G loss: 1.330144] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325121] [G loss: 1.422864] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325115] [G loss: 1.505523] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325128] [G loss: 1.301077] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325131] [G loss: 1.560551] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325142] [G loss: 1.390838] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325116] [G loss: 1.309622] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325139] [G loss: 1.493621] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325117] [G loss: 1.535138] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325125] [G loss: 1.495694] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325112] [G loss: 1.482425] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325139] [G loss: 1.439894] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325118] [G loss: 1.494421] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325123] [G loss: 1.664827] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325136] [G loss: 1.524224] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325131] [G loss: 1.294089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325130] [G loss: 1.293579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325135] [G loss: 1.369971] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325116] [G loss: 1.388227] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325120] [G loss: 1.277469] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325119] [G loss: 1.342359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325110] [G loss: 1.754209] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325144] [G loss: 1.489596] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325122] [G loss: 1.510784] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325116] [G loss: 1.457356] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325121] [G loss: 1.427999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325120] [G loss: 1.286230] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325129] [G loss: 1.389224] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325119] [G loss: 1.634089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325148] [G loss: 1.368506] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325117] [G loss: 1.388540] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325121] [G loss: 1.442403] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325120] [G loss: 1.466721] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325123] [G loss: 1.364191] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325145] [G loss: 1.140059] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325131] [G loss: 1.447007] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325127] [G loss: 1.351006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325115] [G loss: 1.671106] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325127] [G loss: 1.286363] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325129] [G loss: 1.517526] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325121] [G loss: 1.345608] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325126] [G loss: 1.502263] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325110] [G loss: 1.381589] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325115] [G loss: 1.392633] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325116] [G loss: 1.530630] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325130] [G loss: 1.471008] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325123] [G loss: 1.427449] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325113] [G loss: 1.386919] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325115] [G loss: 1.413619] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325128] [G loss: 1.312719] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325120] [G loss: 1.186027] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325124] [G loss: 1.329315] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325126] [G loss: 1.480311] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325121] [G loss: 1.415496] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325119] [G loss: 1.315172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325123] [G loss: 1.186422] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325118] [G loss: 1.522659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325126] [G loss: 1.804070] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325126] [G loss: 1.533930] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325121] [G loss: 1.389591] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325132] [G loss: 1.358975] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325133] [G loss: 1.203946] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325119] [G loss: 1.377098] [Real_acc: 0.000000] [Fake_acc: 0.000000] 14 [D loss: 0.325112] [G loss: 1.530773] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
15 [D loss: 0.325114] [G loss: 1.477956] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325121] [G loss: 1.401895] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325110] [G loss: 1.419807] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325113] [G loss: 1.430595] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325111] [G loss: 1.355471] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325126] [G loss: 1.298230] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325116] [G loss: 1.351960] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325119] [G loss: 1.470141] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325111] [G loss: 1.530963] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325130] [G loss: 1.356267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325206] [G loss: 1.554839] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325272] [G loss: 1.211972] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 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loss: 0.325115] [G loss: 1.445875] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325109] [G loss: 1.413432] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325121] [G loss: 1.245149] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325124] [G loss: 1.456452] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325128] [G loss: 1.471190] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325121] [G loss: 1.272878] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325123] [G loss: 1.298365] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325132] [G loss: 1.493381] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325117] [G loss: 1.382359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325122] [G loss: 1.420557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325112] [G loss: 1.297379] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325114] [G loss: 1.445263] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D 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loss: 0.325176] [G loss: 1.309081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325148] [G loss: 1.496581] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325132] [G loss: 1.255692] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325178] [G loss: 1.577552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325116] [G loss: 1.528194] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325136] [G loss: 1.366475] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325125] [G loss: 1.526234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325129] [G loss: 1.329287] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325132] [G loss: 1.201616] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325136] [G loss: 1.322946] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325170] [G loss: 1.249958] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325131] [G loss: 1.439613] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325114] [G loss: 1.546406] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325126] [G loss: 1.553213] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325115] [G loss: 1.446972] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325119] [G loss: 1.431828] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325116] [G loss: 1.632603] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325125] [G loss: 1.517738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325132] [G loss: 1.517228] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325108] [G loss: 1.584035] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325151] [G loss: 1.428654] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325137] [G loss: 1.237526] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325110] [G loss: 1.612036] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325115] [G loss: 1.392694] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325120] [G loss: 1.392601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325120] [G loss: 1.367138] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325122] [G loss: 1.592130] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325114] [G loss: 1.474730] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325114] [G loss: 1.616380] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325132] [G loss: 1.615211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325124] [G loss: 1.466431] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325106] [G loss: 1.450155] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325121] [G loss: 1.458700] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325115] [G loss: 1.457210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325122] [G loss: 1.542828] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325105] [G loss: 1.486285] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325107] [G loss: 1.359318] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325109] [G loss: 1.555421] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325116] [G loss: 1.348249] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325110] [G loss: 1.495457] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325115] [G loss: 1.442975] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325108] [G loss: 1.661731] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325112] [G loss: 1.434624] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325121] [G loss: 1.330808] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325111] [G loss: 1.445932] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325114] [G loss: 1.704908] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325105] [G loss: 1.484684] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325106] [G loss: 1.579348] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325111] [G loss: 1.396459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325112] [G loss: 1.348506] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325118] [G loss: 1.529747] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325111] [G loss: 1.318908] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325109] [G loss: 1.589865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325118] [G loss: 1.438385] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325117] [G loss: 1.557654] [Real_acc: 0.000000] [Fake_acc: 0.000000] 15 [D loss: 0.325110] [G loss: 1.330228] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
16 [D loss: 0.325111] [G loss: 1.345685] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325113] [G loss: 1.344608] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325109] [G loss: 1.661950] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325120] [G loss: 1.454190] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325113] [G loss: 1.409420] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325105] [G loss: 1.367250] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325105] [G loss: 1.466701] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325113] [G loss: 1.411428] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325101] [G loss: 1.595840] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325117] [G loss: 1.489325] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325109] [G loss: 1.904385] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325115] [G loss: 1.280871] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325126] [G loss: 1.407831] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325116] [G loss: 1.478640] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325103] [G loss: 1.445472] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325110] [G loss: 1.508941] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325111] [G loss: 1.379811] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325106] [G loss: 1.313190] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325122] [G loss: 1.627086] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325115] [G loss: 1.415933] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325109] [G loss: 1.604076] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325103] [G loss: 1.555217] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325113] [G loss: 1.454511] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325112] [G loss: 1.533452] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325113] [G loss: 1.479135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325123] [G loss: 1.354131] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325102] [G loss: 1.306019] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325110] [G loss: 1.569096] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325118] [G loss: 1.642312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325112] [G loss: 1.687828] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325101] [G loss: 1.430601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325110] [G loss: 1.406377] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325108] [G loss: 1.443492] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325110] [G loss: 1.385601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325103] [G loss: 1.501653] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325099] [G loss: 1.309823] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325100] [G loss: 1.401895] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325106] [G loss: 1.350885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325141] [G loss: 1.369102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325111] [G loss: 1.356813] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325103] [G loss: 1.575021] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325105] [G loss: 1.401118] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325102] [G loss: 1.495024] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325109] [G loss: 1.530412] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325108] [G loss: 1.330806] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325109] [G loss: 1.261575] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325138] [G loss: 1.575071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325108] [G loss: 1.583369] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325105] [G loss: 1.333468] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325103] [G loss: 1.339920] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325104] [G loss: 1.607682] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325115] [G loss: 1.406931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325103] [G loss: 1.357496] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325107] [G loss: 1.278627] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325104] [G loss: 1.583383] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325101] [G loss: 1.341393] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325103] [G loss: 1.608136] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325107] [G loss: 1.358201] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325105] [G loss: 1.496896] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325109] [G loss: 1.393897] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325103] [G loss: 1.343415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325100] [G loss: 1.438627] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325102] [G loss: 1.632200] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325103] [G loss: 1.480957] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325118] [G loss: 1.333155] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325103] [G loss: 1.450491] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325106] [G loss: 1.588601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325109] [G loss: 1.319587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325132] [G loss: 1.552091] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325107] [G loss: 1.529955] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325107] [G loss: 1.645609] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325106] [G loss: 1.560253] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D 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loss: 0.325106] [G loss: 1.258793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325101] [G loss: 1.659238] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325140] [G loss: 1.284039] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325101] [G loss: 1.556514] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325108] [G loss: 1.345017] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325100] [G loss: 1.390556] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325102] [G loss: 1.552817] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325107] [G loss: 1.324216] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325100] [G loss: 1.431777] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325102] [G loss: 1.509851] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325102] [G loss: 1.612009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325111] [G loss: 1.388375] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325106] [G loss: 1.643700] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325102] [G loss: 1.608637] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325101] [G loss: 1.370369] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325105] [G loss: 1.514387] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325101] [G loss: 1.323378] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325106] [G loss: 1.475024] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325110] [G loss: 1.441351] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325118] [G loss: 1.583960] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325104] [G loss: 1.318635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325129] [G loss: 1.572960] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.335298] [G loss: 1.894657] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.478688] [G loss: 1.463468] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.332252] [G loss: 1.477967] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.326739] [G loss: 1.748922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325987] [G loss: 1.605001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325931] [G loss: 1.508493] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325471] [G loss: 1.628403] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325494] [G loss: 1.566870] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325942] [G loss: 1.503968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325540] [G loss: 1.505753] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.329691] [G loss: 1.235141] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.328359] [G loss: 1.512121] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325566] [G loss: 1.624566] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325598] [G loss: 1.311959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D 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loss: 0.325139] [G loss: 1.431176] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325164] [G loss: 1.521424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325131] [G loss: 1.538478] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325156] [G loss: 1.750798] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325147] [G loss: 1.358047] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325132] [G loss: 1.616166] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325156] [G loss: 1.382741] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325145] [G loss: 1.491858] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325136] [G loss: 1.705126] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325159] [G loss: 1.414265] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325147] [G loss: 1.650590] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325180] [G loss: 1.522736] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D 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loss: 0.325152] [G loss: 1.654757] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325159] [G loss: 1.531862] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325144] [G loss: 1.487060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325140] [G loss: 1.471594] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325160] [G loss: 1.636666] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325165] [G loss: 1.440368] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325150] [G loss: 1.689490] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325132] [G loss: 1.504710] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325215] [G loss: 1.739350] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325152] [G loss: 1.435061] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325159] [G loss: 1.574887] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325133] [G loss: 1.752512] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325137] [G loss: 1.509317] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325145] [G loss: 1.505212] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325207] [G loss: 1.485864] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325144] [G loss: 1.434551] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325158] [G loss: 1.443121] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325147] [G loss: 1.701476] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325143] [G loss: 1.461022] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325134] [G loss: 1.389798] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325146] [G loss: 1.584271] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325136] [G loss: 1.646433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325157] [G loss: 1.398570] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325144] [G loss: 1.574447] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325134] [G loss: 1.433120] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325138] [G loss: 1.507963] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325126] [G loss: 1.547696] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325140] [G loss: 1.597886] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325130] [G loss: 1.416605] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325141] [G loss: 1.244408] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325147] [G loss: 1.567663] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325150] [G loss: 1.569844] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325140] [G loss: 1.453722] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325148] [G loss: 1.885455] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325140] [G loss: 1.605729] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325130] [G loss: 1.421884] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325148] [G loss: 1.442383] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325135] [G loss: 1.579901] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325143] [G loss: 1.487296] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325165] [G loss: 1.549442] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325118] [G loss: 1.329019] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325163] [G loss: 1.408242] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325123] [G loss: 1.422212] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325128] [G loss: 1.533929] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325131] [G loss: 1.697874] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325126] [G loss: 1.538428] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325134] [G loss: 1.495229] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325132] [G loss: 1.372823] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325140] [G loss: 1.508605] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325121] [G loss: 1.676196] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325166] [G loss: 1.450750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325155] [G loss: 1.550193] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325134] [G loss: 1.464356] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325152] [G loss: 1.340325] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325139] [G loss: 1.494164] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325124] [G loss: 1.578714] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325136] [G loss: 1.616751] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325128] [G loss: 1.593040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325141] [G loss: 1.393689] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325136] [G loss: 1.481577] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325133] [G loss: 1.433420] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325160] [G loss: 1.403203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325133] [G loss: 1.553525] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325182] [G loss: 1.470767] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325128] [G loss: 1.426556] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325307] [G loss: 1.563989] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325159] [G loss: 1.619480] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325138] [G loss: 1.385606] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325138] [G loss: 1.675982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325153] [G loss: 1.483946] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325135] [G loss: 1.380051] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325124] [G loss: 1.561588] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325164] [G loss: 1.522312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.758153] [G loss: 1.828981] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.354127] [G loss: 2.033735] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.332922] [G loss: 1.779409] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.327280] [G loss: 1.706914] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.326574] [G loss: 1.703066] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325788] [G loss: 1.612969] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325612] [G loss: 1.641126] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325504] [G loss: 1.501195] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325445] [G loss: 1.533658] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325650] [G loss: 1.270066] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325336] [G loss: 1.443194] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325875] [G loss: 1.596972] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325327] [G loss: 1.588637] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325394] [G loss: 1.706150] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325354] [G loss: 1.384407] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325366] [G loss: 1.501011] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325326] [G loss: 1.443668] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325279] [G loss: 1.424122] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325255] [G loss: 1.370074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325486] [G loss: 1.451402] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325277] [G loss: 1.518845] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325345] [G loss: 1.708989] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325317] [G loss: 1.708157] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325259] [G loss: 1.568249] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325274] [G loss: 1.463374] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325244] [G loss: 1.522214] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325231] [G loss: 1.601722] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325242] [G loss: 1.420550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325272] [G loss: 1.532593] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325258] [G loss: 1.647293] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325266] [G loss: 1.684844] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325259] [G loss: 1.431883] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325277] [G loss: 1.450024] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325257] [G loss: 1.563383] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325226] [G loss: 1.407054] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325329] [G loss: 1.273396] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325219] [G loss: 1.383819] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325209] [G loss: 1.605742] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325228] [G loss: 1.629624] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325200] [G loss: 1.302431] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325213] [G loss: 1.549435] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325284] [G loss: 1.462088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 16 [D loss: 0.325202] [G loss: 1.622874] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
17 [D loss: 0.325305] [G loss: 1.633978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325277] [G loss: 1.649029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325238] [G loss: 1.714675] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325204] [G loss: 1.574281] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325215] [G loss: 1.428211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325209] [G loss: 1.476258] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325185] [G loss: 1.525023] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325235] [G loss: 1.429693] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325198] [G loss: 1.472655] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325199] [G loss: 1.576221] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325167] [G loss: 1.584942] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325231] [G loss: 1.653696] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 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loss: 0.325119] [G loss: 1.413800] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325119] [G loss: 1.647424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325111] [G loss: 1.584124] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325114] [G loss: 1.455909] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325121] [G loss: 1.487518] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325137] [G loss: 1.523864] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325125] [G loss: 1.319619] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325119] [G loss: 1.474927] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325114] [G loss: 1.341313] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325133] [G loss: 1.344816] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325121] [G loss: 1.565377] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325110] [G loss: 1.654089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325111] [G loss: 1.448924] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325111] [G loss: 1.669735] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325114] [G loss: 1.579665] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325127] [G loss: 1.446283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325115] [G loss: 1.724261] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325114] [G loss: 1.545013] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325110] [G loss: 1.487615] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325119] [G loss: 1.494385] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325132] [G loss: 1.392185] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325119] [G loss: 1.456653] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325121] [G loss: 1.551957] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325117] [G loss: 1.441494] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325117] [G loss: 1.470715] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325115] [G loss: 1.514654] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325119] [G loss: 1.563372] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325109] [G loss: 1.567255] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325120] [G loss: 1.635115] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325113] [G loss: 1.792472] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325114] [G loss: 1.547580] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325113] [G loss: 1.645515] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325115] [G loss: 1.495504] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325112] [G loss: 1.589066] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325248] [G loss: 1.656197] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325118] [G loss: 1.614599] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325118] [G loss: 1.585676] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325133] [G loss: 1.791531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325114] [G loss: 1.472153] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325111] [G loss: 1.394036] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325111] [G loss: 1.357653] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325129] [G loss: 1.550052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325119] [G loss: 1.427453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325110] [G loss: 1.466014] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325112] [G loss: 1.465960] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325124] [G loss: 1.686892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325121] [G loss: 1.452553] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325118] [G loss: 1.609761] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325112] [G loss: 1.514107] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325109] [G loss: 1.625117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325129] [G loss: 1.533780] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325124] [G loss: 1.691488] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325125] [G loss: 1.482248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325120] [G loss: 1.578107] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325123] [G loss: 1.496006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 17 [D loss: 0.325119] [G loss: 1.634177] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
18 [D loss: 0.325120] [G loss: 1.569645] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325113] [G loss: 1.327135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325126] [G loss: 1.479922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325110] [G loss: 1.556123] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325112] [G loss: 1.509573] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325110] [G loss: 1.349074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325127] [G loss: 1.541799] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325111] [G loss: 1.543905] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325112] [G loss: 1.703830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325111] [G loss: 1.424551] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325116] [G loss: 1.629596] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325113] [G loss: 1.682882] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 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loss: 0.325491] [G loss: 1.689476] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325122] [G loss: 1.636081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325120] [G loss: 1.443315] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325110] [G loss: 1.560671] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325120] [G loss: 1.583820] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325118] [G loss: 1.500492] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325114] [G loss: 1.415995] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325112] [G loss: 1.378655] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325117] [G loss: 1.351561] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325109] [G loss: 1.609616] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325109] [G loss: 1.534736] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325107] [G loss: 1.531432] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325116] [G loss: 1.582273] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325109] [G loss: 1.439910] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325110] [G loss: 1.487957] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325116] [G loss: 1.677121] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325112] [G loss: 1.403129] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325134] [G loss: 1.699880] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325123] [G loss: 1.670230] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325137] [G loss: 1.434768] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325122] [G loss: 1.534256] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325113] [G loss: 1.363978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325105] [G loss: 1.681876] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325109] [G loss: 1.429466] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D 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loss: 0.325116] [G loss: 1.635759] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325137] [G loss: 1.588791] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325110] [G loss: 1.425577] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325113] [G loss: 1.668163] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325104] [G loss: 1.494774] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325118] [G loss: 1.515257] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325112] [G loss: 1.419556] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325106] [G loss: 1.532097] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325119] [G loss: 1.570536] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325124] [G loss: 1.701374] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325123] [G loss: 1.670186] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325119] [G loss: 1.580555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D 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loss: 0.325109] [G loss: 1.434309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325112] [G loss: 1.668193] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325102] [G loss: 1.514954] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325103] [G loss: 1.487939] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325107] [G loss: 1.572738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325111] [G loss: 1.427609] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325110] [G loss: 1.303190] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325096] [G loss: 1.604825] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325106] [G loss: 1.627045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325101] [G loss: 1.747772] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325111] [G loss: 1.434554] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325108] [G loss: 1.594418] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325105] [G loss: 1.433267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325104] [G loss: 1.533407] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325102] [G loss: 1.275887] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325104] [G loss: 1.686013] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325108] [G loss: 1.472949] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325099] [G loss: 1.556789] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325103] [G loss: 1.556986] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325110] [G loss: 1.652926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325102] [G loss: 1.471287] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325104] [G loss: 1.372104] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325107] [G loss: 1.445687] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325111] [G loss: 1.480029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325101] [G loss: 1.383698] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325104] [G loss: 1.482899] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325101] [G loss: 1.351632] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325113] [G loss: 1.610067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325109] [G loss: 1.718263] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325102] [G loss: 1.493071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325116] [G loss: 1.612225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325105] [G loss: 1.493270] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325101] [G loss: 1.801269] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325117] [G loss: 1.477030] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325099] [G loss: 1.658803] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325104] [G loss: 1.675781] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325103] [G loss: 1.449333] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325101] [G loss: 1.646907] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325102] [G loss: 1.641291] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325103] [G loss: 1.594608] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325110] [G loss: 1.461978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325103] [G loss: 1.841345] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325174] [G loss: 1.418871] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325112] [G loss: 1.701058] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325104] [G loss: 1.511592] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325109] [G loss: 1.470936] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325112] [G loss: 1.478767] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325100] [G loss: 1.523576] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325111] [G loss: 1.546059] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325102] [G loss: 1.375849] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325111] [G loss: 1.715702] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325102] [G loss: 1.531703] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325102] [G loss: 1.550916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325106] [G loss: 1.546210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325102] [G loss: 1.739148] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325105] [G loss: 1.472355] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325105] [G loss: 1.668543] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325107] [G loss: 1.301138] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325102] [G loss: 1.604419] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325101] [G loss: 1.504417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325109] [G loss: 1.459841] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325100] [G loss: 1.503987] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325101] [G loss: 1.478474] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325118] [G loss: 1.507173] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325104] [G loss: 1.381244] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325104] [G loss: 1.535699] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325104] [G loss: 1.641637] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325102] [G loss: 1.352188] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325117] [G loss: 1.631173] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325108] [G loss: 1.852939] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325101] [G loss: 1.635124] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325112] [G loss: 1.841054] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325130] [G loss: 1.582218] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325110] [G loss: 1.434034] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325114] [G loss: 1.393403] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325102] [G loss: 1.460849] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325101] [G loss: 1.547357] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325100] [G loss: 1.502403] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325101] [G loss: 1.514948] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325104] [G loss: 1.754865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325104] [G loss: 1.494871] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325104] [G loss: 1.398779] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325107] [G loss: 1.537929] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325115] [G loss: 1.659429] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325101] [G loss: 1.423138] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325100] [G loss: 1.611234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325100] [G loss: 1.465830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325104] [G loss: 1.651652] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325108] [G loss: 1.684842] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325264] [G loss: 1.420997] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325130] [G loss: 1.786062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325108] [G loss: 1.612359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325112] [G loss: 1.525496] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325107] [G loss: 1.739421] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325108] [G loss: 1.464490] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325104] [G loss: 1.495471] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325105] [G loss: 1.310102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325097] [G loss: 1.515190] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325107] [G loss: 1.359561] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325114] [G loss: 1.508328] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325105] [G loss: 1.795185] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325128] [G loss: 1.464771] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325099] [G loss: 1.403087] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325108] [G loss: 1.548738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325110] [G loss: 1.397859] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325098] [G loss: 1.631098] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325099] [G loss: 1.424101] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325103] [G loss: 1.743393] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325108] [G loss: 1.630320] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325101] [G loss: 1.748799] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325108] [G loss: 1.616706] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325100] [G loss: 1.377180] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325101] [G loss: 1.617314] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325098] [G loss: 1.572680] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325103] [G loss: 1.676504] [Real_acc: 0.000000] [Fake_acc: 0.000000] 18 [D loss: 0.325109] [G loss: 1.829862] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
19 [D loss: 0.325105] [G loss: 1.373062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325100] [G loss: 1.560660] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325112] [G loss: 1.398793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325105] [G loss: 1.461267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325106] [G loss: 1.512694] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325099] [G loss: 1.574664] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325105] [G loss: 1.494509] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325103] [G loss: 1.542974] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325129] [G loss: 1.462857] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325112] [G loss: 1.569719] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325103] [G loss: 1.574505] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325106] [G loss: 1.566279] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 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loss: 0.325102] [G loss: 1.340831] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325098] [G loss: 1.470896] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325119] [G loss: 1.589169] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325157] [G loss: 1.441009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325101] [G loss: 1.535634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325106] [G loss: 1.353071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325150] [G loss: 1.602103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325133] [G loss: 1.484377] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325116] [G loss: 1.373326] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325099] [G loss: 1.615237] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325103] [G loss: 1.628889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325117] [G loss: 1.234531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325180] [G loss: 1.600373] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325110] [G loss: 1.474957] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325133] [G loss: 1.506133] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325107] [G loss: 1.560888] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325098] [G loss: 1.749884] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325097] [G loss: 1.443202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325110] [G loss: 1.652365] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325104] [G loss: 1.616058] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325103] [G loss: 1.602742] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325100] [G loss: 1.280843] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325105] [G loss: 1.560675] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325112] [G loss: 1.609487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325101] [G loss: 1.501508] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325110] [G loss: 1.464890] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325107] [G loss: 1.663035] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325103] [G loss: 1.371158] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325120] [G loss: 1.661866] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325226] [G loss: 1.528846] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.326835] [G loss: 1.905769] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.326566] [G loss: 1.530379] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.591917] [G loss: 1.669737] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.521768] [G loss: 1.555024] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.385317] [G loss: 1.274068] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.331312] [G loss: 1.354723] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.326992] [G loss: 1.490562] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.326510] [G loss: 1.373788] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.326327] [G loss: 1.337092] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.326068] [G loss: 1.388078] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325908] [G loss: 1.288660] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325599] [G loss: 1.321264] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325854] [G loss: 1.369726] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325853] [G loss: 1.360907] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325835] [G loss: 1.605720] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325520] [G loss: 1.366243] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325561] [G loss: 1.409930] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325649] [G loss: 1.413676] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325711] [G loss: 1.301966] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325561] [G loss: 1.402004] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325485] [G loss: 1.451359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325473] [G loss: 1.602337] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325544] [G loss: 1.686867] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325518] [G loss: 1.348006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325619] [G loss: 1.600386] [Real_acc: 0.000000] [Fake_acc: 0.000000] 19 [D loss: 0.325450] [G loss: 1.605844] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
20 [D loss: 0.325454] [G loss: 1.676560] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.327297] [G loss: 1.681762] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325616] [G loss: 1.568303] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325634] [G loss: 1.511924] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325902] [G loss: 1.549169] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325646] [G loss: 1.516241] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325426] [G loss: 1.321103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325345] [G loss: 1.292256] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325356] [G loss: 1.759401] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325426] [G loss: 1.370378] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325394] [G loss: 1.376766] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325389] [G loss: 1.434642] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 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loss: 0.325616] [G loss: 1.496351] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325339] [G loss: 1.645931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325311] [G loss: 1.429440] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325416] [G loss: 1.423896] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325415] [G loss: 1.357495] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325252] [G loss: 1.478973] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325567] [G loss: 1.554092] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.326839] [G loss: 1.328287] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325424] [G loss: 1.626221] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325421] [G loss: 1.480108] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325429] [G loss: 1.564263] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325243] [G loss: 1.556217] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325378] [G loss: 1.650735] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325288] [G loss: 1.317311] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325222] [G loss: 1.468219] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325234] [G loss: 1.663169] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325222] [G loss: 1.760434] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325189] [G loss: 1.495681] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325393] [G loss: 1.335943] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325265] [G loss: 1.578359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325255] [G loss: 1.537598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325279] [G loss: 1.603425] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325230] [G loss: 1.622489] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325228] [G loss: 1.564403] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325222] [G loss: 1.376625] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325243] [G loss: 1.320371] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325235] [G loss: 1.709270] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325336] [G loss: 1.589915] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325275] [G loss: 1.524149] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325273] [G loss: 1.405166] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325307] [G loss: 1.609396] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325313] [G loss: 1.419138] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325336] [G loss: 1.461465] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325319] [G loss: 1.547641] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325236] [G loss: 1.431615] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325192] [G loss: 1.500119] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325220] [G loss: 1.534413] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325210] [G loss: 1.465046] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325298] [G loss: 1.615237] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325236] [G loss: 1.467884] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325273] [G loss: 1.449964] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325270] [G loss: 1.417724] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325225] [G loss: 1.381503] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325206] [G loss: 1.518343] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325280] [G loss: 1.595961] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325219] [G loss: 1.689621] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325235] [G loss: 1.593727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325255] [G loss: 1.278944] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325222] [G loss: 1.595497] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325179] [G loss: 1.397426] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325233] [G loss: 1.561392] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325277] [G loss: 1.572095] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325267] [G loss: 1.577953] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325288] [G loss: 1.526010] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325240] [G loss: 1.784765] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325182] [G loss: 1.623526] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325184] [G loss: 1.738115] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325216] [G loss: 1.330982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325227] [G loss: 1.511812] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325205] [G loss: 1.448301] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325196] [G loss: 1.417374] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325307] [G loss: 1.478749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325189] [G loss: 1.593042] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325215] [G loss: 1.663763] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325223] [G loss: 1.350437] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325190] [G loss: 1.505869] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325170] [G loss: 1.546163] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325329] [G loss: 1.555072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325197] [G loss: 1.712669] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325233] [G loss: 1.517505] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325497] [G loss: 1.591296] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325250] [G loss: 1.458233] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325243] [G loss: 1.390472] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325184] [G loss: 1.416870] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325200] [G loss: 1.564727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325229] [G loss: 1.580202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325264] [G loss: 1.426353] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325175] [G loss: 1.575651] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325190] [G loss: 1.616183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325376] [G loss: 1.442497] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325154] [G loss: 1.654828] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325172] [G loss: 1.572678] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325176] [G loss: 1.544794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325174] [G loss: 1.776476] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325203] [G loss: 1.631490] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325161] [G loss: 1.507713] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325200] [G loss: 1.363477] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325208] [G loss: 1.359626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325191] [G loss: 1.496790] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325195] [G loss: 1.511249] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325225] [G loss: 1.582516] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325169] [G loss: 1.584938] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325202] [G loss: 1.604785] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325220] [G loss: 1.532495] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325208] [G loss: 1.714527] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D loss: 0.325191] [G loss: 1.602523] [Real_acc: 0.000000] [Fake_acc: 0.000000] 20 [D 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0%| | 0/1336 [00:00<?, ?it/s]
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loss: 0.325104] [G loss: 1.525903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 21 [D loss: 0.325099] [G loss: 1.554954] [Real_acc: 0.000000] [Fake_acc: 0.000000] 21 [D loss: 0.325105] [G loss: 1.844381] [Real_acc: 0.000000] [Fake_acc: 0.000000] 21 [D loss: 0.325106] [G loss: 1.472279] [Real_acc: 0.000000] [Fake_acc: 0.000000] 21 [D loss: 0.325100] [G loss: 1.576599] [Real_acc: 0.000000] [Fake_acc: 0.000000] 21 [D loss: 0.325103] [G loss: 1.452404] [Real_acc: 0.000000] [Fake_acc: 0.000000] 21 [D loss: 0.325136] [G loss: 1.359922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 21 [D loss: 0.325108] [G loss: 1.506523] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
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loss: 0.325132] [G loss: 1.296118] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325147] [G loss: 1.278619] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325131] [G loss: 1.274174] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325139] [G loss: 1.180505] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325149] [G loss: 1.331159] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325127] [G loss: 1.239187] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325139] [G loss: 1.382205] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325128] [G loss: 1.177106] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325130] [G loss: 1.261991] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325177] [G loss: 1.462845] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325142] [G loss: 1.421748] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325139] [G loss: 1.323214] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325405] [G loss: 1.357433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325167] [G loss: 1.343939] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325164] [G loss: 1.366996] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325157] [G loss: 1.450364] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325134] [G loss: 1.230658] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325176] [G loss: 1.353512] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325142] [G loss: 1.498633] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325145] [G loss: 1.344373] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325140] [G loss: 1.345511] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325144] [G loss: 1.376507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325136] [G loss: 1.068212] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325139] [G loss: 1.410028] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325141] [G loss: 1.286977] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325127] [G loss: 1.589222] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325133] [G loss: 1.234893] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325169] [G loss: 1.498935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325128] [G loss: 1.467502] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.329414] [G loss: 1.683187] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325782] [G loss: 1.336704] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325331] [G loss: 1.553552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325188] [G loss: 1.471251] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325174] [G loss: 1.644892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325155] [G loss: 1.485638] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325212] [G loss: 1.396912] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325180] [G loss: 1.313778] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325150] [G loss: 1.417485] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325155] [G loss: 1.448322] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325141] [G loss: 1.322582] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325149] [G loss: 1.380624] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325165] [G loss: 1.630662] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325154] [G loss: 1.442285] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325151] [G loss: 1.367294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325125] [G loss: 1.333357] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325150] [G loss: 1.373035] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325161] [G loss: 1.343719] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325137] [G loss: 1.296564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D 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loss: 0.325358] [G loss: 1.518146] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325181] [G loss: 1.357589] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325152] [G loss: 1.355106] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325163] [G loss: 1.285899] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325140] [G loss: 1.272947] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325148] [G loss: 1.180230] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325161] [G loss: 1.436411] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325131] [G loss: 1.356845] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325138] [G loss: 1.227280] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325151] [G loss: 1.585770] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325127] [G loss: 1.472854] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325145] [G loss: 1.206468] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325133] [G loss: 1.447918] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325146] [G loss: 1.326133] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325139] [G loss: 1.260092] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325144] [G loss: 1.197695] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325276] [G loss: 1.297367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325155] [G loss: 1.430056] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325148] [G loss: 1.306561] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325161] [G loss: 1.427359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325146] [G loss: 1.401121] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325134] [G loss: 1.292232] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325143] [G loss: 1.536063] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D loss: 0.325133] [G loss: 1.461918] [Real_acc: 0.000000] [Fake_acc: 0.000000] 22 [D 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0%| | 0/1336 [00:00<?, ?it/s]
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loss: 0.325104] [G loss: 1.223486] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325106] [G loss: 1.331391] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325105] [G loss: 1.403699] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325107] [G loss: 1.366450] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325112] [G loss: 1.285998] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325114] [G loss: 1.409687] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325099] [G loss: 1.561214] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325101] [G loss: 1.594885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325099] [G loss: 1.294843] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325107] [G loss: 1.554988] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325102] [G loss: 1.289557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325099] [G loss: 1.320831] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325108] [G loss: 1.429378] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325102] [G loss: 1.354540] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325131] [G loss: 1.478154] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325100] [G loss: 1.276729] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325106] [G loss: 1.211545] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325115] [G loss: 1.366267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325107] [G loss: 1.439947] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325110] [G loss: 1.481149] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325111] [G loss: 1.631587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325116] [G loss: 1.574933] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325105] [G loss: 1.889725] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325102] [G loss: 1.432999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D 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loss: 0.325111] [G loss: 1.327557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325110] [G loss: 1.357329] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325109] [G loss: 1.399058] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325104] [G loss: 1.357363] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325101] [G loss: 1.482996] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325106] [G loss: 1.355953] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325112] [G loss: 1.343186] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325102] [G loss: 1.349247] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325105] [G loss: 1.670728] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325100] [G loss: 1.351573] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325107] [G loss: 1.707745] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325175] [G loss: 1.557497] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325120] [G loss: 1.457357] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325106] [G loss: 1.393566] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325110] [G loss: 1.330332] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325104] [G loss: 1.470973] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325107] [G loss: 1.293348] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325106] [G loss: 1.375281] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325115] [G loss: 1.450302] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325111] [G loss: 1.682793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325097] [G loss: 1.397489] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325099] [G loss: 1.566082] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325113] [G loss: 1.341511] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325135] [G loss: 1.478168] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325109] [G loss: 1.409583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325153] [G loss: 1.364205] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325107] [G loss: 1.298633] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325109] [G loss: 1.360525] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325104] [G loss: 1.431922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325100] [G loss: 1.304991] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325106] [G loss: 1.509733] [Real_acc: 0.000000] [Fake_acc: 0.000000] 23 [D loss: 0.325111] [G loss: 1.310288] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
24 [D loss: 0.325104] [G loss: 1.412672] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325115] [G loss: 1.307807] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325102] [G loss: 1.218654] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325099] [G loss: 1.509807] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325110] [G loss: 1.394922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325129] [G loss: 1.511267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325109] [G loss: 1.280138] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325110] [G loss: 1.250561] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325102] [G loss: 1.318224] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325103] [G loss: 1.222120] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325113] [G loss: 1.306144] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325100] [G loss: 1.555487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 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loss: 0.325100] [G loss: 1.343596] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325098] [G loss: 1.451742] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325104] [G loss: 1.518971] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325103] [G loss: 1.363724] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325102] [G loss: 1.534232] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325102] [G loss: 1.332083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325111] [G loss: 1.474135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325101] [G loss: 1.315182] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325101] [G loss: 1.432167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325098] [G loss: 1.395477] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325098] [G loss: 1.372725] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325096] [G loss: 1.423281] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325108] [G loss: 1.527516] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325099] [G loss: 1.355062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325098] [G loss: 1.379913] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325098] [G loss: 1.220131] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325095] [G loss: 1.376708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325099] [G loss: 1.250967] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325105] [G loss: 1.541726] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325101] [G loss: 1.439841] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325108] [G loss: 1.290593] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325110] [G loss: 1.574730] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325109] [G loss: 1.405390] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325099] [G loss: 1.439490] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325103] [G loss: 1.171495] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325102] [G loss: 1.394016] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325103] [G loss: 1.371588] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325099] [G loss: 1.453383] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325100] [G loss: 1.264374] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325099] [G loss: 1.359200] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325097] [G loss: 1.576327] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325095] [G loss: 1.508298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325103] [G loss: 1.352062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325119] [G loss: 1.226991] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325099] [G loss: 1.392947] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325099] [G loss: 1.292056] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325099] [G loss: 1.481065] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325100] [G loss: 1.385525] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325096] [G loss: 1.481231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325098] [G loss: 1.424562] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325099] [G loss: 1.489692] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325098] [G loss: 1.227422] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325101] [G loss: 1.691137] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325102] [G loss: 1.476047] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325099] [G loss: 1.273155] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325100] [G loss: 1.314898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325100] [G loss: 1.540295] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325097] [G loss: 1.340382] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325097] [G loss: 1.374418] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325099] [G loss: 1.542220] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325096] [G loss: 1.476762] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325100] [G loss: 1.333070] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325098] [G loss: 1.359525] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325112] [G loss: 1.308221] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325096] [G loss: 1.503551] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325106] [G loss: 1.465862] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325100] [G loss: 1.550024] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325100] [G loss: 1.385696] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325098] [G loss: 1.278246] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325096] [G loss: 1.422976] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325101] [G loss: 1.334574] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325096] [G loss: 1.384432] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325099] [G loss: 1.357842] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325116] [G loss: 1.415575] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325157] [G loss: 1.465039] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325121] [G loss: 1.390585] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325104] [G loss: 1.238114] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325095] [G loss: 1.355699] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325103] [G loss: 1.603714] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325111] [G loss: 1.339030] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325119] [G loss: 1.271989] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325107] [G loss: 1.526645] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325099] [G loss: 1.551350] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325096] [G loss: 1.470197] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325099] [G loss: 1.410333] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325094] [G loss: 1.429242] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325100] [G loss: 1.299230] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325096] [G loss: 1.318635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325096] [G loss: 1.328563] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325097] [G loss: 1.391817] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325100] [G loss: 1.423855] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325100] [G loss: 1.473591] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325096] [G loss: 1.603488] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325104] [G loss: 1.515885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325105] [G loss: 1.312109] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325129] [G loss: 1.448565] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325096] [G loss: 1.341843] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325104] [G loss: 1.383602] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325100] [G loss: 1.452860] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325103] [G loss: 1.649972] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325102] [G loss: 1.367645] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325098] [G loss: 1.345622] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325103] [G loss: 1.348091] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325102] [G loss: 1.553185] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325095] [G loss: 1.503446] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325098] [G loss: 1.405461] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325092] [G loss: 1.453653] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325109] [G loss: 1.415013] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325098] [G loss: 1.358972] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325102] [G loss: 1.542595] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325096] [G loss: 1.396911] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325102] [G loss: 1.338502] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325098] [G loss: 1.416302] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325112] [G loss: 1.555527] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325099] [G loss: 1.434041] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325099] [G loss: 1.510487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325100] [G loss: 1.345713] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325102] [G loss: 1.522983] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325096] [G loss: 1.520696] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325100] [G loss: 1.265947] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325101] [G loss: 1.451434] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325112] [G loss: 1.422598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325098] [G loss: 1.396400] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325105] [G loss: 1.506128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325101] [G loss: 1.441846] [Real_acc: 0.000000] [Fake_acc: 0.000000] 24 [D loss: 0.325115] [G loss: 1.315751] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
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loss: 0.325223] [G loss: 1.305626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325131] [G loss: 1.078899] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325356] [G loss: 1.152601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325135] [G loss: 1.056956] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325205] [G loss: 1.170587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325173] [G loss: 1.278659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325138] [G loss: 1.243411] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325145] [G loss: 1.061789] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325155] [G loss: 1.237430] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325150] [G loss: 1.311146] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325163] [G loss: 1.212507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325135] [G loss: 1.107858] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325235] [G loss: 1.124158] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325190] [G loss: 1.312330] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325146] [G loss: 1.252343] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325149] [G loss: 1.393954] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325981] [G loss: 1.363252] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325562] [G loss: 1.202533] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325187] [G loss: 1.255048] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325148] [G loss: 1.204674] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325143] [G loss: 1.296683] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325157] [G loss: 1.093107] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325200] [G loss: 1.500684] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325181] [G loss: 1.287961] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325187] [G loss: 1.267628] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325152] [G loss: 1.238973] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325140] [G loss: 1.228265] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325151] [G loss: 1.077479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325150] [G loss: 1.134088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325136] [G loss: 1.218490] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325151] [G loss: 1.111507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325142] [G loss: 1.202774] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325191] [G loss: 1.176787] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325156] [G loss: 1.252300] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325131] [G loss: 1.273053] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325180] [G loss: 1.607828] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325135] [G loss: 1.385847] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325137] [G loss: 1.908176] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325133] [G loss: 1.336650] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325185] [G loss: 1.183312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325148] [G loss: 1.360632] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325127] [G loss: 1.187829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325282] [G loss: 1.203556] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325155] [G loss: 1.195120] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325158] [G loss: 1.304808] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325146] [G loss: 1.080523] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325146] [G loss: 1.281983] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325141] [G loss: 1.173831] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325177] [G loss: 1.350644] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325131] [G loss: 1.245606] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325138] [G loss: 1.132033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325120] [G loss: 1.230575] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325152] [G loss: 1.228907] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325141] [G loss: 1.253404] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325172] [G loss: 1.240350] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325136] [G loss: 1.304301] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325138] [G loss: 1.493768] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325169] [G loss: 1.248384] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325143] [G loss: 1.107660] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325300] [G loss: 1.281468] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325154] [G loss: 1.244185] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325154] [G loss: 1.206127] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325134] [G loss: 1.443282] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325149] [G loss: 1.203869] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325161] [G loss: 1.231367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325154] [G loss: 1.206337] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325149] [G loss: 1.146812] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325151] [G loss: 1.206129] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325172] [G loss: 1.190705] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325127] [G loss: 1.087676] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325268] [G loss: 1.271407] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325171] [G loss: 1.312106] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325139] [G loss: 1.307835] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325149] [G loss: 1.190994] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325167] [G loss: 1.129146] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325133] [G loss: 1.217865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325321] [G loss: 1.336827] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325176] [G loss: 1.341654] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325141] [G loss: 1.109821] [Real_acc: 0.000000] [Fake_acc: 0.000000] 25 [D loss: 0.325215] [G loss: 1.105065] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
26 [D loss: 0.325139] [G loss: 1.154417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325136] [G loss: 1.084601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325192] [G loss: 1.307582] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325133] [G loss: 1.214789] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325135] [G loss: 1.207591] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325138] [G loss: 1.032527] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325162] [G loss: 1.589792] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325154] [G loss: 1.182540] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325124] [G loss: 1.094898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325161] [G loss: 1.284013] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325196] [G loss: 1.221320] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325148] [G loss: 1.226920] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 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loss: 0.325348] [G loss: 1.420358] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325164] [G loss: 1.177909] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325168] [G loss: 1.067518] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325135] [G loss: 1.287410] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325133] [G loss: 1.162067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325173] [G loss: 1.052945] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325130] [G loss: 1.336512] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325152] [G loss: 1.296985] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325133] [G loss: 1.175279] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325175] [G loss: 1.462062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325165] [G loss: 1.342880] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325132] [G loss: 1.452719] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325132] [G loss: 1.284896] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325125] [G loss: 1.272449] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325170] [G loss: 1.341679] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325199] [G loss: 1.103268] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325129] [G loss: 1.109001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325140] [G loss: 1.237194] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325148] [G loss: 1.317669] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325139] [G loss: 1.291478] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325125] [G loss: 1.594511] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325135] [G loss: 1.381666] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325160] [G loss: 1.319469] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325161] [G loss: 1.207815] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D 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loss: 0.325147] [G loss: 1.195321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325134] [G loss: 1.265052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325192] [G loss: 1.328455] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325150] [G loss: 1.292523] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325141] [G loss: 1.446728] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325148] [G loss: 1.380581] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325132] [G loss: 1.300627] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325133] [G loss: 1.326784] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325135] [G loss: 1.406794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325134] [G loss: 1.363814] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325127] [G loss: 1.428697] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325230] [G loss: 1.261179] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325138] [G loss: 1.395514] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325143] [G loss: 1.283145] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325334] [G loss: 1.499001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325243] [G loss: 1.206647] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325145] [G loss: 1.170816] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325144] [G loss: 1.342367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325130] [G loss: 1.279155] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325152] [G loss: 1.276578] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325195] [G loss: 1.337032] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325150] [G loss: 1.356918] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325131] [G loss: 1.300564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325183] [G loss: 1.431801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325130] [G loss: 1.341972] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325145] [G loss: 1.249709] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325143] [G loss: 1.186931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325145] [G loss: 1.537183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325198] [G loss: 1.313967] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325150] [G loss: 1.376045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325131] [G loss: 1.198231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325132] [G loss: 1.174981] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325147] [G loss: 1.260379] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325134] [G loss: 1.260928] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325120] [G loss: 1.191372] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325113] [G loss: 1.388545] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325130] [G loss: 1.476685] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325146] [G loss: 1.460777] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325698] [G loss: 1.211465] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325211] [G loss: 1.325925] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325128] [G loss: 1.316563] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325198] [G loss: 1.219599] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325109] [G loss: 1.181253] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.326554] [G loss: 1.212369] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325529] [G loss: 1.155829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325249] [G loss: 1.282712] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325130] [G loss: 1.270499] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325148] [G loss: 1.358591] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D 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loss: 0.325232] [G loss: 1.457414] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325206] [G loss: 1.379442] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325229] [G loss: 1.278187] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325239] [G loss: 1.334240] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325201] [G loss: 1.460219] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325249] [G loss: 1.379544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325169] [G loss: 1.307456] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325173] [G loss: 1.295211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325202] [G loss: 1.576330] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325239] [G loss: 1.202991] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325180] [G loss: 1.352300] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325140] [G loss: 1.352244] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325158] [G loss: 1.293769] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325148] [G loss: 1.242975] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325148] [G loss: 1.424531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325144] [G loss: 1.330539] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325160] [G loss: 1.511241] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325150] [G loss: 1.282460] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325142] [G loss: 1.364272] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325146] [G loss: 1.306543] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325156] [G loss: 1.156379] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325138] [G loss: 1.379451] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325136] [G loss: 1.240747] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325139] [G loss: 1.302338] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325148] [G loss: 1.311033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325210] [G loss: 1.449239] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325170] [G loss: 1.457878] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325154] [G loss: 1.622494] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325140] [G loss: 1.568522] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325160] [G loss: 1.361693] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325131] [G loss: 1.487713] [Real_acc: 0.000000] [Fake_acc: 0.000000] 26 [D loss: 0.325145] [G loss: 1.177615] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
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loss: 0.325096] [G loss: 1.443286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325102] [G loss: 1.224960] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325119] [G loss: 1.295674] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325107] [G loss: 1.266689] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325104] [G loss: 1.449289] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325104] [G loss: 1.401165] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325095] [G loss: 1.415743] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325103] [G loss: 1.377893] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325109] [G loss: 1.380427] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325103] [G loss: 1.293842] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325099] [G loss: 1.378328] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325118] [G loss: 1.337105] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325210] [G loss: 1.398905] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325113] [G loss: 1.295042] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325110] [G loss: 1.375907] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325148] [G loss: 1.256685] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325105] [G loss: 1.355117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325117] [G loss: 1.403914] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325112] [G loss: 1.304571] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325122] [G loss: 1.314428] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325101] [G loss: 1.533488] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325106] [G loss: 1.282530] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325121] [G loss: 1.256706] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325116] [G loss: 1.400391] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325102] [G loss: 1.339504] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325109] [G loss: 1.338886] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325107] [G loss: 1.262329] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325095] [G loss: 1.292067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325102] [G loss: 1.388534] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325095] [G loss: 1.344497] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325105] [G loss: 1.233758] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325100] [G loss: 1.521147] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325106] [G loss: 1.238789] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325098] [G loss: 1.231355] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325104] [G loss: 1.271299] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325110] [G loss: 1.372634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325094] [G loss: 1.703272] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325100] [G loss: 1.428629] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325108] [G loss: 1.347853] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325099] [G loss: 1.289911] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325110] [G loss: 1.421580] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325104] [G loss: 1.346561] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325115] [G loss: 1.349508] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325104] [G loss: 1.312687] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325106] [G loss: 1.531199] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325101] [G loss: 1.314697] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325110] [G loss: 1.287756] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325140] [G loss: 1.333471] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325106] [G loss: 1.352954] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325098] [G loss: 1.461997] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325123] [G loss: 1.511470] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325104] [G loss: 1.378671] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325117] [G loss: 1.385047] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325172] [G loss: 1.334767] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325116] [G loss: 1.220245] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325105] [G loss: 1.432898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325099] [G loss: 1.348504] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325103] [G loss: 1.253526] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325097] [G loss: 1.296158] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325104] [G loss: 1.192307] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325102] [G loss: 1.431813] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325100] [G loss: 1.259502] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325099] [G loss: 1.294918] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325111] [G loss: 1.324509] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325103] [G loss: 1.299605] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325099] [G loss: 1.356322] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325110] [G loss: 1.297814] [Real_acc: 0.000000] [Fake_acc: 0.000000] 27 [D loss: 0.325098] [G loss: 1.486036] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
28 [D loss: 0.325102] [G loss: 1.382123] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325109] [G loss: 1.176507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325115] [G loss: 1.391430] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325108] [G loss: 1.302583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325110] [G loss: 1.307978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325118] [G loss: 1.274037] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325109] [G loss: 1.282567] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325130] [G loss: 1.183923] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325109] [G loss: 1.274837] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325099] [G loss: 1.299356] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325102] [G loss: 1.333587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325098] [G loss: 1.353742] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 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loss: 0.325097] [G loss: 1.252133] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325123] [G loss: 1.256972] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325101] [G loss: 1.348262] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325099] [G loss: 1.153169] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325171] [G loss: 1.354240] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325097] [G loss: 1.295411] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325102] [G loss: 1.414210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325099] [G loss: 1.406684] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325096] [G loss: 1.411961] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325099] [G loss: 1.246691] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325102] [G loss: 1.393698] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325099] [G loss: 1.173815] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325112] [G loss: 1.410550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325098] [G loss: 1.251469] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325115] [G loss: 1.268291] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325102] [G loss: 1.242907] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325106] [G loss: 1.396455] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325108] [G loss: 1.336127] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325100] [G loss: 1.257385] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325104] [G loss: 1.255178] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325111] [G loss: 1.323082] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325100] [G loss: 1.352995] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325100] [G loss: 1.207856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325103] [G loss: 1.343296] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D 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loss: 0.325126] [G loss: 1.452168] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325160] [G loss: 1.352449] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325195] [G loss: 1.431235] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325153] [G loss: 1.383963] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325154] [G loss: 1.437435] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325159] [G loss: 1.388215] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325140] [G loss: 1.423262] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325160] [G loss: 1.407653] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325169] [G loss: 1.486550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325137] [G loss: 1.421537] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325242] [G loss: 1.456617] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325189] [G loss: 1.492838] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325329] [G loss: 1.419210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.326329] [G loss: 1.370657] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325293] [G loss: 1.528811] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325169] [G loss: 1.463583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325132] [G loss: 1.363813] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325165] [G loss: 1.314781] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325185] [G loss: 1.458452] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.326850] [G loss: 1.489074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 1.027611] [G loss: 1.609869] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.412531] [G loss: 1.713685] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.327908] [G loss: 1.580284] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.326638] [G loss: 1.496831] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.326137] [G loss: 1.337982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325986] [G loss: 1.513784] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.326380] [G loss: 1.446539] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325562] [G loss: 1.458756] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.326150] [G loss: 1.609188] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325656] [G loss: 1.459721] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325782] [G loss: 1.331218] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.326133] [G loss: 1.413151] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.327237] [G loss: 1.520261] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325559] [G loss: 1.386318] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325492] [G loss: 1.445749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.326219] [G loss: 1.289136] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.326163] [G loss: 1.264917] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325551] [G loss: 1.426303] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325472] [G loss: 1.226219] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325625] [G loss: 1.370983] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325381] [G loss: 1.159965] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325379] [G loss: 1.295060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325443] [G loss: 1.226272] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325372] [G loss: 1.175249] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325456] [G loss: 1.429687] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325354] [G loss: 1.274614] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325491] [G loss: 1.102125] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325374] [G loss: 1.278725] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325497] [G loss: 1.208316] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325261] [G loss: 1.167443] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325348] [G loss: 1.276366] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325382] [G loss: 1.469009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325386] [G loss: 1.242602] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325689] [G loss: 1.119720] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325317] [G loss: 1.270077] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325268] [G loss: 1.339383] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325253] [G loss: 1.434312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325383] [G loss: 1.134144] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325264] [G loss: 1.123011] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325269] [G loss: 1.665636] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325273] [G loss: 1.193174] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325274] [G loss: 1.239650] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325218] [G loss: 1.183842] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325281] [G loss: 1.254676] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325244] [G loss: 1.320658] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325237] [G loss: 1.249027] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325270] [G loss: 1.176007] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325233] [G loss: 1.204974] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325273] [G loss: 1.165830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325255] [G loss: 1.199183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325235] [G loss: 1.160590] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325252] [G loss: 1.358837] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325264] [G loss: 1.176443] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325274] [G loss: 1.280396] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325243] [G loss: 1.355691] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325234] [G loss: 1.217472] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325303] [G loss: 1.193865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325218] [G loss: 1.112043] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325305] [G loss: 1.180788] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325201] [G loss: 1.179564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325198] [G loss: 1.268989] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325188] [G loss: 1.301428] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325272] [G loss: 1.297794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325259] [G loss: 1.261968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325193] [G loss: 1.166983] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325216] [G loss: 1.095780] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325281] [G loss: 1.190777] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325269] [G loss: 1.290481] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325243] [G loss: 1.264086] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325215] [G loss: 1.285785] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325180] [G loss: 1.429115] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325233] [G loss: 1.388552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325391] [G loss: 1.026399] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325204] [G loss: 1.230131] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325215] [G loss: 1.211681] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325209] [G loss: 1.078447] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325212] [G loss: 1.112855] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325190] [G loss: 1.306816] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325220] [G loss: 1.400033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325241] [G loss: 1.299422] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325228] [G loss: 1.200751] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325195] [G loss: 1.226569] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325183] [G loss: 1.178545] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325269] [G loss: 1.176091] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325266] [G loss: 1.133508] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325192] [G loss: 1.427273] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325180] [G loss: 1.270494] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325296] [G loss: 1.208046] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325251] [G loss: 1.309681] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325200] [G loss: 1.202675] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325195] [G loss: 1.431074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325229] [G loss: 1.268226] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325254] [G loss: 1.319066] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325332] [G loss: 1.206349] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325228] [G loss: 1.224872] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325196] [G loss: 1.355043] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325199] [G loss: 1.304703] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325206] [G loss: 1.160198] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325255] [G loss: 1.152931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325208] [G loss: 1.339587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325182] [G loss: 1.126257] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325200] [G loss: 1.212435] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325176] [G loss: 1.151931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325190] [G loss: 1.173793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325302] [G loss: 1.120997] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325167] [G loss: 1.175063] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325182] [G loss: 1.408139] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325189] [G loss: 1.275874] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325196] [G loss: 1.298772] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325231] [G loss: 1.191488] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325196] [G loss: 1.318923] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325209] [G loss: 1.244959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325251] [G loss: 1.268713] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325152] [G loss: 1.441511] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325173] [G loss: 1.197778] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325172] [G loss: 1.194873] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325169] [G loss: 1.077401] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325338] [G loss: 1.228281] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325186] [G loss: 1.176950] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325212] [G loss: 1.172079] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325303] [G loss: 1.137203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325179] [G loss: 1.110399] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325185] [G loss: 1.227868] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325204] [G loss: 1.173373] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325313] [G loss: 1.272905] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325166] [G loss: 1.228433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325200] [G loss: 1.294025] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325231] [G loss: 1.228459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325210] [G loss: 1.223497] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325180] [G loss: 1.109069] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325160] [G loss: 1.224801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 28 [D loss: 0.325184] [G loss: 1.401315] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
29 [D loss: 0.325198] [G loss: 1.244763] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325173] [G loss: 1.136115] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325188] [G loss: 1.187162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325174] [G loss: 1.252537] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325193] [G loss: 1.006009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325158] [G loss: 1.279556] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325185] [G loss: 1.175720] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325192] [G loss: 1.471599] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325234] [G loss: 1.216089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325193] [G loss: 1.376401] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325163] [G loss: 1.246001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325262] [G loss: 1.162302] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 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loss: 0.325236] [G loss: 1.127906] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325165] [G loss: 1.182400] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325165] [G loss: 1.368372] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325145] [G loss: 1.223704] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325174] [G loss: 1.323926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325160] [G loss: 1.230965] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325149] [G loss: 1.305719] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325296] [G loss: 1.274173] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325198] [G loss: 1.071444] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325165] [G loss: 1.425065] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325142] [G loss: 1.158518] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325320] [G loss: 1.030159] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325185] [G loss: 1.183405] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325192] [G loss: 1.081868] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325161] [G loss: 1.176172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325195] [G loss: 1.356590] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325146] [G loss: 1.204207] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325157] [G loss: 1.235611] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325186] [G loss: 1.259589] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325176] [G loss: 1.168833] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325155] [G loss: 1.196043] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325164] [G loss: 1.173536] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325169] [G loss: 1.288107] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325155] [G loss: 1.198593] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325163] [G loss: 1.030639] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325158] [G loss: 1.194272] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325138] [G loss: 1.330546] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325153] [G loss: 1.274278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325153] [G loss: 1.206202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325159] [G loss: 1.149330] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325160] [G loss: 1.189231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325171] [G loss: 1.317887] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325209] [G loss: 1.302907] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325156] [G loss: 1.151537] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325207] [G loss: 1.202575] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325155] [G loss: 1.143325] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325149] [G loss: 1.077185] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325148] [G loss: 1.134928] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325160] [G loss: 1.232505] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325165] [G loss: 1.367178] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325127] [G loss: 1.072790] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325166] [G loss: 1.209445] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325230] [G loss: 1.325414] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325157] [G loss: 0.981068] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325151] [G loss: 1.180360] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325145] [G loss: 1.296919] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325157] [G loss: 1.411094] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325198] [G loss: 1.042567] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325189] [G loss: 1.234642] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325129] [G loss: 1.152276] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325140] [G loss: 1.127123] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325196] [G loss: 1.202281] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325147] [G loss: 1.138304] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325146] [G loss: 1.015757] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325152] [G loss: 1.156065] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325140] [G loss: 1.208889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325163] [G loss: 1.108932] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325144] [G loss: 1.032158] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325137] [G loss: 1.273272] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325142] [G loss: 1.044966] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325174] [G loss: 1.162767] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325151] [G loss: 1.087725] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325128] [G loss: 1.123933] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325238] [G loss: 1.069377] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325154] [G loss: 1.171930] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325166] [G loss: 1.147784] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325154] [G loss: 1.257875] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325155] [G loss: 1.058952] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325131] [G loss: 1.206964] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325154] [G loss: 1.200399] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325137] [G loss: 1.077989] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325139] [G loss: 1.233204] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325150] [G loss: 1.178687] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325162] [G loss: 1.124162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325165] [G loss: 1.360316] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325152] [G loss: 1.195895] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325214] [G loss: 1.245351] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325150] [G loss: 1.111885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325142] [G loss: 1.184373] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325164] [G loss: 1.179851] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325140] [G loss: 1.222309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325148] [G loss: 1.264075] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325164] [G loss: 1.194519] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325150] [G loss: 1.318622] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325153] [G loss: 1.061587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325148] [G loss: 1.248570] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325128] [G loss: 1.138783] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325154] [G loss: 1.286535] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325163] [G loss: 1.257314] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325157] [G loss: 1.065906] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325141] [G loss: 1.136221] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325132] [G loss: 1.252236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325165] [G loss: 1.167217] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325177] [G loss: 1.435264] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325125] [G loss: 1.223719] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325148] [G loss: 1.194724] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325157] [G loss: 1.241089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325203] [G loss: 1.194819] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325134] [G loss: 1.180933] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325137] [G loss: 1.208925] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325142] [G loss: 1.216823] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325132] [G loss: 1.213604] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325152] [G loss: 1.328078] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325150] [G loss: 1.223517] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325130] [G loss: 1.221332] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325136] [G loss: 1.261892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325155] [G loss: 1.287524] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325123] [G loss: 1.179358] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325130] [G loss: 1.118558] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325126] [G loss: 1.260298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325125] [G loss: 1.226582] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325134] [G loss: 1.137984] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325130] [G loss: 1.324051] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325125] [G loss: 1.247491] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325134] [G loss: 1.174649] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325123] [G loss: 1.272295] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325126] [G loss: 1.244788] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325136] [G loss: 1.081714] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325137] [G loss: 1.294005] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325134] [G loss: 1.265281] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325174] [G loss: 1.049890] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325140] [G loss: 1.108237] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325145] [G loss: 1.071323] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325166] [G loss: 1.229544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325174] [G loss: 1.167618] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325136] [G loss: 1.223755] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325131] [G loss: 1.133205] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325138] [G loss: 1.169415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325200] [G loss: 1.141100] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325144] [G loss: 1.220109] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325128] [G loss: 1.222145] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325124] [G loss: 1.190019] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325130] [G loss: 1.203834] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325142] [G loss: 1.193958] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325137] [G loss: 1.245964] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325144] [G loss: 1.126727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325173] [G loss: 1.217618] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325163] [G loss: 1.203428] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325131] [G loss: 1.092103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325126] [G loss: 1.253592] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325144] [G loss: 1.043014] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325140] [G loss: 1.430218] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325138] [G loss: 1.127599] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325128] [G loss: 1.177527] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325132] [G loss: 1.181902] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325134] [G loss: 1.132910] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325128] [G loss: 1.080961] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325125] [G loss: 1.212461] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325121] [G loss: 1.252632] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325142] [G loss: 1.227617] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325129] [G loss: 1.283141] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325124] [G loss: 1.117141] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325131] [G loss: 1.175745] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325152] [G loss: 1.147184] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325138] [G loss: 1.237894] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325135] [G loss: 1.224927] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325132] [G loss: 1.286537] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325137] [G loss: 1.262736] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325158] [G loss: 1.147701] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325129] [G loss: 1.244342] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325134] [G loss: 1.119889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325166] [G loss: 1.260614] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325125] [G loss: 1.240088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325130] [G loss: 1.193873] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325122] [G loss: 1.275020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325115] [G loss: 1.100229] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325118] [G loss: 1.278193] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325141] [G loss: 1.134299] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325307] [G loss: 1.168185] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325137] [G loss: 1.208707] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325140] [G loss: 1.164082] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325123] [G loss: 1.204306] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325147] [G loss: 1.431167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325126] [G loss: 1.176121] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325123] [G loss: 1.182572] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325125] [G loss: 1.241717] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325136] [G loss: 1.310723] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325123] [G loss: 1.090240] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325122] [G loss: 1.189733] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325127] [G loss: 1.102615] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D 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loss: 0.325122] [G loss: 1.189837] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325116] [G loss: 1.198838] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325127] [G loss: 1.232119] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325124] [G loss: 1.211003] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325116] [G loss: 1.105728] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325130] [G loss: 1.175819] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325115] [G loss: 1.216010] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325116] [G loss: 1.314978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325117] [G loss: 1.153467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325125] [G loss: 1.365736] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325125] [G loss: 1.225416] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325117] [G loss: 1.206366] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D 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loss: 0.325126] [G loss: 1.268546] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325108] [G loss: 1.115956] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325106] [G loss: 1.334712] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325107] [G loss: 1.225078] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325104] [G loss: 1.107704] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325099] [G loss: 1.062634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325120] [G loss: 1.022583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325108] [G loss: 1.159739] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325109] [G loss: 1.316086] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325101] [G loss: 1.304278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325133] [G loss: 1.130309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325111] [G loss: 1.271419] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325128] [G loss: 1.221516] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325134] [G loss: 1.333969] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325111] [G loss: 1.238030] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325145] [G loss: 1.209956] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325108] [G loss: 1.155189] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325100] [G loss: 1.192335] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325121] [G loss: 1.162845] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325105] [G loss: 1.305172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325102] [G loss: 1.211035] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325107] [G loss: 1.371363] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325106] [G loss: 1.226617] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325110] [G loss: 1.130709] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325108] [G loss: 1.230065] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325110] [G loss: 1.165544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325104] [G loss: 1.082569] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325104] [G loss: 1.260436] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325104] [G loss: 1.086205] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325102] [G loss: 1.280267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325099] [G loss: 1.207117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325110] [G loss: 1.364763] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325105] [G loss: 1.205142] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325107] [G loss: 1.170968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325098] [G loss: 1.213479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325106] [G loss: 1.178544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325108] [G loss: 1.377816] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325096] [G loss: 1.199601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325105] [G loss: 1.336921] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325110] [G loss: 1.274496] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325110] [G loss: 1.241968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325107] [G loss: 1.127034] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325100] [G loss: 1.367418] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325112] [G loss: 1.327739] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325103] [G loss: 1.372165] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325100] [G loss: 1.183329] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325112] [G loss: 1.265259] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325111] [G loss: 1.311289] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325101] [G loss: 1.312032] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325110] [G loss: 1.178669] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325116] [G loss: 1.145348] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325106] [G loss: 1.336776] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325104] [G loss: 1.360118] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325105] [G loss: 1.214208] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325098] [G loss: 1.126105] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325117] [G loss: 1.357991] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325107] [G loss: 1.182592] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325100] [G loss: 1.256550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325103] [G loss: 1.373128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325102] [G loss: 1.320353] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325103] [G loss: 1.376634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325100] [G loss: 1.446045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325137] [G loss: 1.146423] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325109] [G loss: 1.123023] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325108] [G loss: 1.175191] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325117] [G loss: 1.441551] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325098] [G loss: 1.129886] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325150] [G loss: 1.124233] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325112] [G loss: 1.230930] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325098] [G loss: 1.144531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325102] [G loss: 1.227805] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325113] [G loss: 1.296242] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325103] [G loss: 1.205982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325106] [G loss: 1.183081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325104] [G loss: 1.231382] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325106] [G loss: 1.355651] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325124] [G loss: 1.186745] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325117] [G loss: 1.181082] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325109] [G loss: 1.361554] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325108] [G loss: 1.227087] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325102] [G loss: 1.235455] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325102] [G loss: 1.315243] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325107] [G loss: 1.134638] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325117] [G loss: 1.290154] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325109] [G loss: 1.278410] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325099] [G loss: 1.233062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325105] [G loss: 1.312768] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325097] [G loss: 1.461689] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325102] [G loss: 1.399513] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325105] [G loss: 1.170544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325103] [G loss: 1.207817] [Real_acc: 0.000000] [Fake_acc: 0.000000] 29 [D loss: 0.325101] [G loss: 1.148849] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
30 [D loss: 0.325113] [G loss: 1.228382] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325109] [G loss: 1.108575] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325103] [G loss: 1.310249] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325106] [G loss: 1.316743] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.186869] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325109] [G loss: 1.232992] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325112] [G loss: 1.276638] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325096] [G loss: 1.110096] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.169150] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325112] [G loss: 1.190919] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325106] [G loss: 1.277550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325110] [G loss: 1.173380] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325104] [G loss: 1.089702] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325104] [G loss: 1.184858] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325110] [G loss: 1.308801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325135] [G loss: 1.340940] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325106] [G loss: 1.177678] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.171971] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325103] [G loss: 1.322931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325100] [G loss: 1.161128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325105] [G loss: 1.215976] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325097] [G loss: 1.217915] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.185216] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325109] [G loss: 1.165380] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325099] [G loss: 1.294048] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325106] [G loss: 1.258295] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325105] [G loss: 1.373077] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325107] [G loss: 1.245548] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.227655] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325103] [G loss: 1.170871] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325103] [G loss: 1.283662] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325110] [G loss: 1.143138] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325108] [G loss: 1.242333] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325097] [G loss: 1.170223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325095] [G loss: 1.149027] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325107] [G loss: 1.176633] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325104] [G loss: 1.205765] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.198194] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325113] [G loss: 1.248554] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325112] [G loss: 1.424307] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325107] [G loss: 1.407327] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325096] [G loss: 1.351310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.226779] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325103] [G loss: 1.228980] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325104] [G loss: 1.169560] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325106] [G loss: 1.183957] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325104] [G loss: 1.256431] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325104] [G loss: 1.491987] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325100] [G loss: 1.054367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325104] [G loss: 1.248984] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325106] [G loss: 1.323229] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.202459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325099] [G loss: 1.125390] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325110] [G loss: 1.119257] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325103] [G loss: 1.161441] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.193089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325105] [G loss: 1.145195] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325126] [G loss: 1.417986] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325103] [G loss: 1.329537] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.163996] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325108] [G loss: 1.215225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325099] [G loss: 1.215528] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325107] [G loss: 1.304525] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325127] [G loss: 1.232868] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325109] [G loss: 1.342878] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325118] [G loss: 1.141090] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.181804] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.277949] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325109] [G loss: 1.130954] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.296213] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325100] [G loss: 1.269980] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325097] [G loss: 1.239245] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325097] [G loss: 1.296194] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325106] [G loss: 1.120226] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.418396] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.207980] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.257128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325105] [G loss: 1.194960] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.235269] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.172299] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325103] [G loss: 1.341473] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325109] [G loss: 1.339266] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325107] [G loss: 1.134031] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.312126] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325103] [G loss: 1.216543] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325099] [G loss: 1.106973] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325109] [G loss: 1.476644] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325106] [G loss: 1.244035] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325135] [G loss: 1.266725] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325103] [G loss: 1.413859] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325117] [G loss: 1.269426] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.266917] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.207159] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325105] [G loss: 1.211812] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325108] [G loss: 1.435492] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325104] [G loss: 1.212171] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.189577] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325108] [G loss: 1.376755] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.319440] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325107] [G loss: 1.180546] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.190953] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325110] [G loss: 1.431379] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.180458] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.192175] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325105] [G loss: 1.157135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325105] [G loss: 1.168468] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325107] [G loss: 1.301526] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.221529] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D 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loss: 0.325127] [G loss: 1.257697] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.227938] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325096] [G loss: 1.456280] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325096] [G loss: 1.313293] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325104] [G loss: 1.235638] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.317479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325109] [G loss: 1.245501] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325152] [G loss: 1.186556] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.158957] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.256306] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325099] [G loss: 1.240068] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.243343] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D 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loss: 0.325103] [G loss: 1.306765] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325096] [G loss: 1.169028] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.237395] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325097] [G loss: 1.538772] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.201559] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325097] [G loss: 1.219619] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325108] [G loss: 1.256140] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.299820] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325105] [G loss: 1.173400] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325100] [G loss: 1.190390] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325115] [G loss: 1.333018] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325103] [G loss: 1.203937] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D 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loss: 0.325101] [G loss: 1.214218] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.302039] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325109] [G loss: 1.286351] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325100] [G loss: 1.119422] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.312573] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325099] [G loss: 1.151540] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325099] [G loss: 1.295637] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325094] [G loss: 1.193115] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325106] [G loss: 1.310664] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325100] [G loss: 1.227938] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325097] [G loss: 1.157896] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325107] [G loss: 1.161699] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.423580] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.225307] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325099] [G loss: 1.086766] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325105] [G loss: 1.294471] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325097] [G loss: 1.165121] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325096] [G loss: 1.173445] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325129] [G loss: 1.116118] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325115] [G loss: 1.358628] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.150959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325119] [G loss: 1.261891] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325112] [G loss: 1.246668] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325127] [G loss: 1.339980] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325130] [G loss: 1.215656] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.213904] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325114] [G loss: 1.303629] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325117] [G loss: 1.332849] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325100] [G loss: 1.338273] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325099] [G loss: 1.248604] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325125] [G loss: 1.347354] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325123] [G loss: 1.321489] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325129] [G loss: 1.254303] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325110] [G loss: 1.274209] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325105] [G loss: 1.249454] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325114] [G loss: 1.304662] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325114] [G loss: 1.214189] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325124] [G loss: 1.318454] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325196] [G loss: 1.282902] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325103] [G loss: 1.381826] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325100] [G loss: 1.306949] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325097] [G loss: 1.246982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325095] [G loss: 1.191860] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.389677] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325097] [G loss: 1.230785] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325100] [G loss: 1.338621] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325092] [G loss: 1.324706] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325103] [G loss: 1.302564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325105] [G loss: 1.130472] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.131662] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325095] [G loss: 1.354060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325103] [G loss: 1.218733] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.303495] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325111] [G loss: 1.334727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325110] [G loss: 1.218155] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325099] [G loss: 1.259167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325107] [G loss: 1.146115] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325095] [G loss: 1.223147] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325095] [G loss: 1.350605] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325096] [G loss: 1.396519] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.237249] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325103] [G loss: 1.314316] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325100] [G loss: 1.221594] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.173270] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325095] [G loss: 1.438459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325104] [G loss: 1.513246] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325122] [G loss: 1.305251] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325209] [G loss: 1.185710] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325216] [G loss: 1.296334] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325108] [G loss: 1.346802] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.378551] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325107] [G loss: 1.221890] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.416638] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325182] [G loss: 1.194756] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325096] [G loss: 1.126200] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.379595] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.276103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325096] [G loss: 1.355465] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325103] [G loss: 1.236117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.317422] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325094] [G loss: 1.261139] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325099] [G loss: 1.185623] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325094] [G loss: 1.176796] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325100] [G loss: 1.238119] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325097] [G loss: 1.423375] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325099] [G loss: 1.253681] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325099] [G loss: 1.434334] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325099] [G loss: 1.481259] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325097] [G loss: 1.376680] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325097] [G loss: 1.310634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.166649] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325118] [G loss: 1.183503] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325107] [G loss: 1.136760] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325095] [G loss: 1.314643] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325107] [G loss: 1.256165] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325100] [G loss: 1.290585] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.283214] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325097] [G loss: 1.183463] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.372579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325094] [G loss: 1.350625] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325094] [G loss: 1.346574] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325095] [G loss: 1.343310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325095] [G loss: 1.419166] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325121] [G loss: 1.281880] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325148] [G loss: 1.203135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325105] [G loss: 1.213256] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325104] [G loss: 1.254135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.229612] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325094] [G loss: 1.292911] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325094] [G loss: 1.328451] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325099] [G loss: 1.309450] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325093] [G loss: 1.198402] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325096] [G loss: 1.350072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325097] [G loss: 1.284110] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325095] [G loss: 1.359191] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.268657] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.216915] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.207837] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325099] [G loss: 1.247915] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.343536] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325105] [G loss: 1.291545] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325116] [G loss: 1.372229] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325095] [G loss: 1.407843] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325095] [G loss: 1.448823] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325099] [G loss: 1.334080] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325099] [G loss: 1.145451] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325097] [G loss: 1.226899] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325094] [G loss: 1.334584] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325118] [G loss: 1.229364] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.275011] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325096] [G loss: 1.347686] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325100] [G loss: 1.246696] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325097] [G loss: 1.244904] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325096] [G loss: 1.291294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325103] [G loss: 1.369019] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.126903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325096] [G loss: 1.442566] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.332404] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325098] [G loss: 1.236479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325097] [G loss: 1.275476] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325094] [G loss: 1.137138] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325094] [G loss: 1.321481] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325100] [G loss: 1.275344] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325111] [G loss: 1.202612] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325101] [G loss: 1.394527] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325096] [G loss: 1.263981] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325095] [G loss: 1.211713] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325102] [G loss: 1.240523] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325097] [G loss: 1.253785] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325103] [G loss: 1.308002] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325094] [G loss: 1.277278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 30 [D loss: 0.325095] [G loss: 1.340194] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
31 [D loss: 0.325091] [G loss: 1.420921] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325099] [G loss: 1.324265] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325094] [G loss: 1.252759] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325094] [G loss: 1.442540] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325100] [G loss: 1.168410] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325097] [G loss: 1.450417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325092] [G loss: 1.160512] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325100] [G loss: 1.212474] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325095] [G loss: 1.363077] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325094] [G loss: 1.218307] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325102] [G loss: 1.299792] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325104] [G loss: 1.230996] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 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loss: 0.325094] [G loss: 1.321311] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325090] [G loss: 1.321678] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325101] [G loss: 1.224515] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325098] [G loss: 1.178775] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325097] [G loss: 1.419293] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325092] [G loss: 1.561293] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325098] [G loss: 1.427840] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325103] [G loss: 1.330918] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325097] [G loss: 1.419475] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325094] [G loss: 1.403168] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325098] [G loss: 1.335335] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325092] [G loss: 1.283746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325106] [G loss: 1.238825] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325094] [G loss: 1.195837] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325089] [G loss: 1.377944] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325090] [G loss: 1.455202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325100] [G loss: 1.261073] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325114] [G loss: 1.219565] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325110] [G loss: 1.369292] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325096] [G loss: 1.272949] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325116] [G loss: 1.269481] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325102] [G loss: 1.375916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325103] [G loss: 1.294187] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325106] [G loss: 1.265072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325111] [G loss: 1.232887] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325104] [G loss: 1.160045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325105] [G loss: 1.202020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325102] [G loss: 1.352198] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325094] [G loss: 1.259911] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325091] [G loss: 1.402025] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325096] [G loss: 1.213102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325097] [G loss: 1.258841] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325095] [G loss: 1.377214] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325095] [G loss: 1.304310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325095] [G loss: 1.141177] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325099] [G loss: 1.297454] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325099] [G loss: 1.243402] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325095] [G loss: 1.338409] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325103] [G loss: 1.382863] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325092] [G loss: 1.301045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325099] [G loss: 1.333101] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325095] [G loss: 1.439676] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325096] [G loss: 1.248173] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325092] [G loss: 1.377482] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325098] [G loss: 1.330736] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325097] [G loss: 1.429594] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325095] [G loss: 1.275994] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325095] [G loss: 1.373538] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325114] [G loss: 1.282528] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325127] [G loss: 1.184217] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325098] [G loss: 1.480465] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325107] [G loss: 1.234750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325132] [G loss: 1.330992] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325127] [G loss: 1.340118] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325101] [G loss: 1.212301] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325094] [G loss: 1.178342] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325102] [G loss: 1.180941] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325110] [G loss: 1.378545] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325105] [G loss: 1.341864] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325092] [G loss: 1.313121] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325094] [G loss: 1.175857] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325095] [G loss: 1.429379] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325101] [G loss: 1.377416] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325099] [G loss: 1.370020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325097] [G loss: 1.226433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325096] [G loss: 1.198403] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325100] [G loss: 1.319029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 31 [D loss: 0.325103] [G loss: 1.372041] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
32 [D loss: 0.325097] [G loss: 1.323803] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325093] [G loss: 1.371176] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325121] [G loss: 1.279842] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325103] [G loss: 1.091664] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325133] [G loss: 1.347653] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325155] [G loss: 1.297810] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325138] [G loss: 1.380398] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325115] [G loss: 1.363624] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325094] [G loss: 1.222891] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325091] [G loss: 1.286915] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325097] [G loss: 1.259720] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325110] [G loss: 1.326700] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 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loss: 0.325096] [G loss: 1.372202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325094] [G loss: 1.246432] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325102] [G loss: 1.256179] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325090] [G loss: 1.209096] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325110] [G loss: 1.215527] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325094] [G loss: 1.303516] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325098] [G loss: 1.234978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325096] [G loss: 1.290635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325136] [G loss: 1.315352] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325095] [G loss: 1.423102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325091] [G loss: 1.315828] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325092] [G loss: 1.330198] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D 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loss: 0.325157] [G loss: 1.237137] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325165] [G loss: 1.154748] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325162] [G loss: 1.272174] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325158] [G loss: 1.202351] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325170] [G loss: 1.169601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325145] [G loss: 1.109769] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325180] [G loss: 1.319971] [Real_acc: 0.000000] [Fake_acc: 0.000000] 32 [D loss: 0.325199] [G loss: 1.118701] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
33 [D loss: 0.325206] [G loss: 1.159115] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325180] [G loss: 1.125476] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325173] [G loss: 1.210378] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325166] [G loss: 1.222984] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325176] [G loss: 1.108061] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325155] [G loss: 1.149163] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325153] [G loss: 1.260163] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325159] [G loss: 1.086453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325140] [G loss: 1.039186] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325145] [G loss: 1.138544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325161] [G loss: 1.146089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325166] [G loss: 1.469937] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 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loss: 0.325182] [G loss: 1.091234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325177] [G loss: 1.319239] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325141] [G loss: 1.207903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325233] [G loss: 1.218473] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325154] [G loss: 1.128931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325162] [G loss: 1.428262] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325164] [G loss: 1.219237] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325173] [G loss: 1.060639] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325151] [G loss: 1.251377] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325164] [G loss: 1.286602] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325145] [G loss: 1.200060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325175] [G loss: 1.624452] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325137] [G loss: 1.152111] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325161] [G loss: 1.248806] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325134] [G loss: 1.160033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325156] [G loss: 1.069745] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325170] [G loss: 1.139508] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325156] [G loss: 1.281549] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325161] [G loss: 1.154825] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325183] [G loss: 1.140907] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325165] [G loss: 1.160418] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325144] [G loss: 1.134954] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325168] [G loss: 1.229114] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325157] [G loss: 1.094220] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D 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loss: 0.325105] [G loss: 1.107547] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325105] [G loss: 1.167640] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325109] [G loss: 1.356906] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325110] [G loss: 1.214465] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325107] [G loss: 1.163080] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325109] [G loss: 1.243253] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325109] [G loss: 1.369538] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325108] [G loss: 1.189998] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325109] [G loss: 1.084612] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325120] [G loss: 1.079236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325114] [G loss: 1.300207] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325105] [G loss: 1.144142] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325107] [G loss: 1.139183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325113] [G loss: 1.213043] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325111] [G loss: 1.296801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325105] [G loss: 1.144785] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325105] [G loss: 1.209790] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325106] [G loss: 1.292213] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325115] [G loss: 1.285802] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325107] [G loss: 1.224800] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325104] [G loss: 1.191347] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325112] [G loss: 1.125148] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325120] [G loss: 1.211559] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325109] [G loss: 1.101860] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D 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loss: 0.325115] [G loss: 1.533280] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325108] [G loss: 1.052794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325106] [G loss: 1.201262] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325102] [G loss: 1.147200] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325108] [G loss: 1.202107] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325103] [G loss: 1.204703] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325102] [G loss: 1.147718] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325111] [G loss: 1.336849] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325141] [G loss: 1.225216] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325108] [G loss: 1.192205] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325136] [G loss: 1.072102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325111] [G loss: 1.295908] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325129] [G loss: 1.526381] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325107] [G loss: 1.136566] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325110] [G loss: 1.198518] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325123] [G loss: 1.162576] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325106] [G loss: 1.169950] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325107] [G loss: 1.233439] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325109] [G loss: 1.081960] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325117] [G loss: 1.231200] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325110] [G loss: 1.162308] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325105] [G loss: 1.246592] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325112] [G loss: 1.135840] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325111] [G loss: 1.347932] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325108] [G loss: 1.255563] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325101] [G loss: 1.310768] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325109] [G loss: 1.302528] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325106] [G loss: 1.086172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325104] [G loss: 1.212211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325111] [G loss: 1.145494] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325110] [G loss: 1.230884] [Real_acc: 0.000000] [Fake_acc: 0.000000] 33 [D loss: 0.325110] [G loss: 1.159279] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
34 [D loss: 0.325116] [G loss: 1.288372] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325105] [G loss: 1.144287] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325135] [G loss: 1.036038] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325109] [G loss: 1.335568] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325101] [G loss: 1.098309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325125] [G loss: 1.052992] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325114] [G loss: 1.206523] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325107] [G loss: 1.123083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325107] [G loss: 1.095363] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325102] [G loss: 1.240288] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325113] [G loss: 1.126826] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325105] [G loss: 1.138902] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 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loss: 0.325095] [G loss: 1.242760] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325096] [G loss: 1.231621] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325097] [G loss: 1.289896] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325099] [G loss: 1.415876] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325095] [G loss: 1.304469] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325101] [G loss: 1.111861] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325094] [G loss: 1.179844] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325098] [G loss: 1.260447] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325097] [G loss: 1.137001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325098] [G loss: 1.288856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325102] [G loss: 1.324768] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325097] [G loss: 1.227897] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325092] [G loss: 1.169293] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325095] [G loss: 1.375649] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325092] [G loss: 1.199456] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325102] [G loss: 1.446999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325092] [G loss: 1.123776] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325101] [G loss: 1.194997] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325096] [G loss: 1.317904] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325103] [G loss: 1.263304] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325101] [G loss: 1.205104] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325094] [G loss: 1.252999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325096] [G loss: 1.346512] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325097] [G loss: 1.257071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325093] [G loss: 1.238198] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325094] [G loss: 1.220155] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325097] [G loss: 1.159102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325096] [G loss: 1.275687] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325102] [G loss: 1.202397] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325096] [G loss: 1.185016] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325095] [G loss: 1.044377] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325095] [G loss: 1.300828] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325099] [G loss: 1.148531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325095] [G loss: 1.183360] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325098] [G loss: 1.309814] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325095] [G loss: 1.319752] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D 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loss: 0.325097] [G loss: 1.244656] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325098] [G loss: 1.354006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325095] [G loss: 1.399326] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325097] [G loss: 1.196293] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325096] [G loss: 1.422052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325101] [G loss: 1.242098] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325095] [G loss: 1.130425] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325093] [G loss: 1.240469] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325109] [G loss: 1.257349] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325098] [G loss: 1.169541] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325093] [G loss: 1.265005] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325096] [G loss: 1.346142] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325096] [G loss: 1.184133] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325093] [G loss: 1.301296] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325096] [G loss: 1.182260] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325095] [G loss: 1.254061] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325102] [G loss: 1.488944] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325095] [G loss: 1.253091] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325091] [G loss: 1.316345] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325092] [G loss: 1.237896] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325100] [G loss: 1.288112] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325102] [G loss: 1.345910] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325092] [G loss: 1.282856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325093] [G loss: 1.287001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325093] [G loss: 1.251436] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325095] [G loss: 1.265009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325099] [G loss: 1.252969] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325094] [G loss: 1.291571] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325116] [G loss: 1.182802] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325097] [G loss: 1.294733] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325094] [G loss: 1.317703] [Real_acc: 0.000000] [Fake_acc: 0.000000] 34 [D loss: 0.325096] [G loss: 1.180812] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
35 [D loss: 0.325097] [G loss: 1.156879] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325104] [G loss: 1.212498] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325096] [G loss: 1.387608] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325099] [G loss: 1.220616] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325097] [G loss: 1.279570] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325094] [G loss: 1.215289] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325094] [G loss: 1.298026] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325092] [G loss: 1.207596] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325093] [G loss: 1.201424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325095] [G loss: 1.162560] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325096] [G loss: 1.228271] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325100] [G loss: 1.160601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 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loss: 0.325171] [G loss: 1.199978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325129] [G loss: 1.348506] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325092] [G loss: 1.269522] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325095] [G loss: 1.268267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325097] [G loss: 1.219152] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325091] [G loss: 1.219247] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325096] [G loss: 1.084798] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325095] [G loss: 1.288260] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325098] [G loss: 1.296456] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325097] [G loss: 1.176452] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325091] [G loss: 1.319233] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325097] [G loss: 1.041167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325094] [G loss: 1.157075] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325094] [G loss: 1.168608] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325100] [G loss: 1.337167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325091] [G loss: 1.279611] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325091] [G loss: 1.108136] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325107] [G loss: 1.187629] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325094] [G loss: 1.103103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325090] [G loss: 1.162251] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325092] [G loss: 1.176650] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325091] [G loss: 1.216945] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325089] [G loss: 1.214045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325098] [G loss: 1.248978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325095] [G loss: 1.257426] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325098] [G loss: 1.082973] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325090] [G loss: 1.233399] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325093] [G loss: 1.200631] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325097] [G loss: 1.308297] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325108] [G loss: 1.268664] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325095] [G loss: 1.262729] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325095] [G loss: 1.261676] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325103] [G loss: 1.366442] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325093] [G loss: 1.549667] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325104] [G loss: 1.198539] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325091] [G loss: 1.300000] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325095] [G loss: 1.548442] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325102] [G loss: 1.212334] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325096] [G loss: 1.222348] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325093] [G loss: 1.135823] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325100] [G loss: 1.159614] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325097] [G loss: 1.066859] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325093] [G loss: 1.225536] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325093] [G loss: 1.178647] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325095] [G loss: 1.149085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325097] [G loss: 1.368970] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325091] [G loss: 1.144158] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325113] [G loss: 1.138250] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325116] [G loss: 1.178865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325099] [G loss: 1.114523] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325095] [G loss: 1.215113] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325092] [G loss: 1.437971] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325090] [G loss: 1.180292] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325095] [G loss: 1.252203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325098] [G loss: 1.236679] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325104] [G loss: 1.328478] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325108] [G loss: 1.261617] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325097] [G loss: 1.298764] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325100] [G loss: 1.339191] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325109] [G loss: 1.168665] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325099] [G loss: 1.223300] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325132] [G loss: 1.206164] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325115] [G loss: 1.307549] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325116] [G loss: 1.171222] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325104] [G loss: 1.244838] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325099] [G loss: 1.197575] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325113] [G loss: 1.156268] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325106] [G loss: 1.233573] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325103] [G loss: 1.185549] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325099] [G loss: 1.136488] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325101] [G loss: 1.207019] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325093] [G loss: 1.257950] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325102] [G loss: 1.231080] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325090] [G loss: 1.218680] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325093] [G loss: 1.198714] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325093] [G loss: 1.183260] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325100] [G loss: 1.146945] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325092] [G loss: 1.415628] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325104] [G loss: 1.200059] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325115] [G loss: 1.179265] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325100] [G loss: 1.212329] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325091] [G loss: 1.230730] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325093] [G loss: 1.530151] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325103] [G loss: 1.305321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325095] [G loss: 1.135877] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325098] [G loss: 1.133277] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325098] [G loss: 1.120756] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325100] [G loss: 1.170109] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325094] [G loss: 1.247152] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325093] [G loss: 1.328057] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325098] [G loss: 1.297467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 35 [D loss: 0.325103] [G loss: 1.214211] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
36 [D loss: 0.325092] [G loss: 1.286003] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325097] [G loss: 1.228031] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325092] [G loss: 1.231912] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325128] [G loss: 1.050196] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325106] [G loss: 1.188319] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325092] [G loss: 1.268284] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325091] [G loss: 1.294029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325105] [G loss: 1.221871] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325100] [G loss: 1.187012] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325099] [G loss: 1.287720] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325111] [G loss: 1.297978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325097] [G loss: 1.206670] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 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loss: 0.325128] [G loss: 1.265234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325126] [G loss: 1.227785] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325132] [G loss: 1.198996] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325157] [G loss: 1.224623] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325126] [G loss: 1.051473] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325121] [G loss: 1.089273] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325112] [G loss: 1.198982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.326250] [G loss: 1.447874] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325827] [G loss: 1.540093] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.326270] [G loss: 1.174375] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325653] [G loss: 1.319842] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325229] [G loss: 1.118555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D 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loss: 0.325239] [G loss: 1.314662] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325132] [G loss: 1.210388] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325135] [G loss: 1.322980] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325150] [G loss: 1.188748] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325174] [G loss: 1.164101] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325133] [G loss: 1.240876] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325115] [G loss: 1.178910] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325231] [G loss: 1.191985] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325164] [G loss: 1.379999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325158] [G loss: 1.215625] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325190] [G loss: 1.337729] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325127] [G loss: 1.239711] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325112] [G loss: 1.270250] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325127] [G loss: 1.304816] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325126] [G loss: 1.222794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325118] [G loss: 1.142924] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325135] [G loss: 1.185598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325112] [G loss: 1.036091] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325117] [G loss: 1.198214] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325110] [G loss: 1.268916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325206] [G loss: 1.174929] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325114] [G loss: 1.254514] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325150] [G loss: 1.309170] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325146] [G loss: 1.225233] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325106] [G loss: 1.233545] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325119] [G loss: 1.121598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325111] [G loss: 1.212580] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325111] [G loss: 1.188859] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325115] [G loss: 1.277324] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325113] [G loss: 1.305758] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325110] [G loss: 1.307232] [Real_acc: 0.000000] [Fake_acc: 0.000000] 36 [D loss: 0.325124] [G loss: 1.205059] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
37 [D loss: 0.325106] [G loss: 1.321507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325110] [G loss: 1.276343] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325102] [G loss: 1.247836] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325104] [G loss: 1.206851] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325104] [G loss: 1.437315] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325106] [G loss: 1.194516] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325105] [G loss: 1.270959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325099] [G loss: 1.188852] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325107] [G loss: 1.281020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325117] [G loss: 1.279831] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325106] [G loss: 1.205955] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325105] [G loss: 1.360299] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 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loss: 0.325098] [G loss: 1.220333] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325100] [G loss: 1.352065] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325107] [G loss: 1.476273] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.228227] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325110] [G loss: 1.274965] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325110] [G loss: 1.372928] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325099] [G loss: 1.147293] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325098] [G loss: 1.159253] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325104] [G loss: 1.311471] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.325155] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325094] [G loss: 1.371155] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325103] [G loss: 1.289211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325100] [G loss: 1.309208] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325099] [G loss: 1.341167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325121] [G loss: 1.241010] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325109] [G loss: 1.412716] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325101] [G loss: 1.249228] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325103] [G loss: 1.247211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325107] [G loss: 1.225229] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325106] [G loss: 1.267332] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325103] [G loss: 1.210817] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325098] [G loss: 1.235314] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325101] [G loss: 1.236645] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325102] [G loss: 1.244106] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325108] [G loss: 1.257945] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325103] [G loss: 1.268524] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325104] [G loss: 1.264415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325098] [G loss: 1.227182] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325105] [G loss: 1.250701] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325100] [G loss: 1.237819] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325105] [G loss: 1.291247] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325100] [G loss: 1.225072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325096] [G loss: 1.375637] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.337565] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.268495] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325100] [G loss: 1.360360] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325098] [G loss: 1.271178] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325098] [G loss: 1.227033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.231524] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325095] [G loss: 1.287479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325180] [G loss: 1.328561] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325103] [G loss: 1.226491] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.314254] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325100] [G loss: 1.219432] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325099] [G loss: 1.130640] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325098] [G loss: 1.276404] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325100] [G loss: 1.244618] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325099] [G loss: 1.326347] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D 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loss: 0.325096] [G loss: 1.236360] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325103] [G loss: 1.313424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325101] [G loss: 1.166388] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.221278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325098] [G loss: 1.246135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.189429] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325105] [G loss: 1.241446] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325098] [G loss: 1.302649] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325101] [G loss: 1.261425] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325098] [G loss: 1.256304] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325099] [G loss: 1.272698] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.268756] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325111] [G loss: 1.263469] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325118] [G loss: 1.248381] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325102] [G loss: 1.267563] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.169932] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325113] [G loss: 1.255743] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325106] [G loss: 1.281035] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325128] [G loss: 1.163708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.395861] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325103] [G loss: 1.211673] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325094] [G loss: 1.372677] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325096] [G loss: 1.278463] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325095] [G loss: 1.249812] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325094] [G loss: 1.310021] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325102] [G loss: 1.270093] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325099] [G loss: 1.236329] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325098] [G loss: 1.185510] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325102] [G loss: 1.213272] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325102] [G loss: 1.242635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.195716] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325102] [G loss: 1.161793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325109] [G loss: 1.141552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325100] [G loss: 1.210006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325100] [G loss: 1.353946] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325109] [G loss: 1.282667] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325096] [G loss: 1.106051] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325108] [G loss: 1.251523] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325098] [G loss: 1.297460] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325100] [G loss: 1.408281] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325109] [G loss: 1.190055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325101] [G loss: 1.254730] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325114] [G loss: 1.320590] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325096] [G loss: 1.187233] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325098] [G loss: 1.211998] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325099] [G loss: 1.350551] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325103] [G loss: 1.189812] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.267253] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D 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loss: 0.325094] [G loss: 1.306925] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325095] [G loss: 1.344200] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325109] [G loss: 1.216516] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325109] [G loss: 1.305168] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325099] [G loss: 1.426711] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325094] [G loss: 1.262047] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325091] [G loss: 1.343777] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.211796] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.472825] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325091] [G loss: 1.278385] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325092] [G loss: 1.400067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325090] [G loss: 1.312639] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D 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loss: 0.325094] [G loss: 1.191887] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325096] [G loss: 1.405011] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325089] [G loss: 1.257703] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325105] [G loss: 1.240713] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325111] [G loss: 1.347081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325105] [G loss: 1.213100] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325090] [G loss: 1.280251] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325100] [G loss: 1.360462] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325095] [G loss: 1.297529] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325091] [G loss: 1.380029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325094] [G loss: 1.179067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325090] [G loss: 1.255433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325089] [G loss: 1.293421] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325092] [G loss: 1.458248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325100] [G loss: 1.327006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325112] [G loss: 1.362989] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325099] [G loss: 1.209200] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.285240] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325092] [G loss: 1.366161] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.213582] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325091] [G loss: 1.262258] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325103] [G loss: 1.277059] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325094] [G loss: 1.302886] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.267808] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325092] [G loss: 1.226427] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325098] [G loss: 1.172151] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325098] [G loss: 1.335787] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.307966] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325092] [G loss: 1.230336] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325090] [G loss: 1.168020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325094] [G loss: 1.121558] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.270402] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.292270] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.231953] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325095] [G loss: 1.209135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.304470] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.182477] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325090] [G loss: 1.295673] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325090] [G loss: 1.355361] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325092] [G loss: 1.142637] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325092] [G loss: 1.302605] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.304119] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325096] [G loss: 1.369013] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325090] [G loss: 1.286509] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.299546] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325095] [G loss: 1.400155] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325101] [G loss: 1.376890] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325094] [G loss: 1.264373] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325094] [G loss: 1.292182] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.367067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325092] [G loss: 1.333004] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325096] [G loss: 1.410744] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.304929] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325089] [G loss: 1.283726] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325094] [G loss: 1.220364] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325096] [G loss: 1.290797] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.279143] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325091] [G loss: 1.226105] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325094] [G loss: 1.243080] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325135] [G loss: 1.240294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325129] [G loss: 1.272185] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.330062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.225480] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.289415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325089] [G loss: 1.309227] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325091] [G loss: 1.316586] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325094] [G loss: 1.239140] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325103] [G loss: 1.247294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325095] [G loss: 1.304978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325095] [G loss: 1.381717] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.155370] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325102] [G loss: 1.290825] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325101] [G loss: 1.255334] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325101] [G loss: 1.289973] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325095] [G loss: 1.301506] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325109] [G loss: 1.302009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325103] [G loss: 1.332496] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325092] [G loss: 1.165571] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325103] [G loss: 1.287824] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325092] [G loss: 1.279388] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325092] [G loss: 1.174312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.303263] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.291669] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325092] [G loss: 1.262819] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325091] [G loss: 1.260286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325090] [G loss: 1.296832] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.302695] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.102172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325090] [G loss: 1.222818] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325091] [G loss: 1.114889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.198072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325098] [G loss: 1.267983] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325089] [G loss: 1.315796] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325101] [G loss: 1.287924] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325098] [G loss: 1.276500] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325092] [G loss: 1.157445] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325089] [G loss: 1.264433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325092] [G loss: 1.224396] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325094] [G loss: 1.193273] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325092] [G loss: 1.194471] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325095] [G loss: 1.307771] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325091] [G loss: 1.360125] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325097] [G loss: 1.189010] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325101] [G loss: 1.265211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325098] [G loss: 1.216933] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.345530] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325090] [G loss: 1.240317] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325154] [G loss: 1.368245] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325125] [G loss: 1.303515] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325090] [G loss: 1.306293] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325095] [G loss: 1.288753] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325090] [G loss: 1.300509] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325093] [G loss: 1.226898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325113] [G loss: 1.471901] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325094] [G loss: 1.273955] [Real_acc: 0.000000] [Fake_acc: 0.000000] 37 [D loss: 0.325092] [G loss: 1.232471] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
38 [D loss: 0.325094] [G loss: 1.113584] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325090] [G loss: 1.281370] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325092] [G loss: 1.366490] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325090] [G loss: 1.292055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325091] [G loss: 1.316754] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325091] [G loss: 1.302441] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325089] [G loss: 1.300069] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325092] [G loss: 1.357964] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325090] [G loss: 1.257758] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325095] [G loss: 1.327682] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325092] [G loss: 1.183843] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325091] [G loss: 1.356992] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 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loss: 0.325096] [G loss: 1.300438] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325093] [G loss: 1.398805] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325093] [G loss: 1.290812] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325092] [G loss: 1.215066] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325093] [G loss: 1.274808] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325142] [G loss: 1.279773] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325131] [G loss: 1.348040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325102] [G loss: 1.196272] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325109] [G loss: 1.202803] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325089] [G loss: 1.167434] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325091] [G loss: 1.212875] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325092] [G loss: 1.190043] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325157] [G loss: 1.237941] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325103] [G loss: 1.168491] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325092] [G loss: 1.185476] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325095] [G loss: 1.144958] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325088] [G loss: 1.244225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325089] [G loss: 1.222575] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325132] [G loss: 1.215551] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325129] [G loss: 1.363150] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325090] [G loss: 1.106818] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325093] [G loss: 1.127310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325098] [G loss: 1.095140] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325088] [G loss: 1.310564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325088] [G loss: 1.401860] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325090] [G loss: 1.180371] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325089] [G loss: 1.239995] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325093] [G loss: 1.212539] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325099] [G loss: 1.188069] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325092] [G loss: 1.297534] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325099] [G loss: 1.412708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325095] [G loss: 1.223930] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325101] [G loss: 1.380499] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325100] [G loss: 1.219846] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325092] [G loss: 1.268095] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325089] [G loss: 1.313446] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325091] [G loss: 1.324033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325089] [G loss: 1.311046] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325090] [G loss: 1.197137] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325094] [G loss: 1.220380] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325091] [G loss: 1.399829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325088] [G loss: 1.164712] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325090] [G loss: 1.290423] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325098] [G loss: 1.267259] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325090] [G loss: 1.350762] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325119] [G loss: 1.212669] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325105] [G loss: 1.202044] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325095] [G loss: 1.307488] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325089] [G loss: 1.340469] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325087] [G loss: 1.253613] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325089] [G loss: 1.136203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325094] [G loss: 1.228121] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325099] [G loss: 1.348958] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325098] [G loss: 1.367423] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325099] [G loss: 1.238271] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325109] [G loss: 1.249281] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325141] [G loss: 1.326311] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325123] [G loss: 1.267560] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325105] [G loss: 1.350682] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325129] [G loss: 1.280170] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325113] [G loss: 1.203045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325108] [G loss: 1.150298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325091] [G loss: 1.431502] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325106] [G loss: 1.268982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325091] [G loss: 1.249227] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325095] [G loss: 1.344457] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325088] [G loss: 1.391101] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325090] [G loss: 1.177615] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325090] [G loss: 1.199399] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325095] [G loss: 1.210034] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325088] [G loss: 1.304203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325092] [G loss: 1.257721] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325095] [G loss: 1.310631] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325091] [G loss: 1.119972] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325090] [G loss: 1.474121] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325096] [G loss: 1.150384] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325110] [G loss: 1.219938] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325095] [G loss: 1.230803] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325090] [G loss: 1.137920] [Real_acc: 0.000000] [Fake_acc: 0.000000] 38 [D loss: 0.325098] [G loss: 1.310041] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
39 [D loss: 0.325093] [G loss: 1.329486] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325116] [G loss: 1.176341] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325101] [G loss: 1.204286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325091] [G loss: 1.150547] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325114] [G loss: 1.283368] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325094] [G loss: 1.119972] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325088] [G loss: 1.277653] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325089] [G loss: 1.198751] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325092] [G loss: 1.182358] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325093] [G loss: 1.115087] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325091] [G loss: 1.130058] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325094] [G loss: 1.232049] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 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loss: 0.325094] [G loss: 1.202775] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325093] [G loss: 1.280495] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325091] [G loss: 1.376698] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325093] [G loss: 1.248611] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325094] [G loss: 1.237907] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325093] [G loss: 1.170790] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325090] [G loss: 1.312354] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325112] [G loss: 1.325041] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325098] [G loss: 1.278058] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325108] [G loss: 1.263779] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325107] [G loss: 1.377280] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325089] [G loss: 1.240202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325094] [G loss: 1.225141] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325235] [G loss: 1.226311] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325109] [G loss: 1.246023] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325118] [G loss: 1.389328] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325096] [G loss: 1.206962] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325090] [G loss: 1.276298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325099] [G loss: 1.237511] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325092] [G loss: 1.162320] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325103] [G loss: 1.108772] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325112] [G loss: 1.323181] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325091] [G loss: 1.392903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325091] [G loss: 1.142935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D 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loss: 0.325106] [G loss: 1.233135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325102] [G loss: 1.129874] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325108] [G loss: 1.104693] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325105] [G loss: 1.188183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325102] [G loss: 1.177019] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325107] [G loss: 1.140691] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325114] [G loss: 1.105709] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325116] [G loss: 1.135912] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325112] [G loss: 1.416713] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325103] [G loss: 1.257084] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325167] [G loss: 1.257509] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325131] [G loss: 1.274552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325113] [G loss: 1.247954] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325120] [G loss: 1.197846] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325103] [G loss: 1.255110] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325102] [G loss: 1.097934] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325139] [G loss: 1.007348] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325102] [G loss: 1.133416] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325102] [G loss: 1.239583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 39 [D loss: 0.325106] [G loss: 1.090243] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
40 [D loss: 0.325105] [G loss: 1.362980] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325100] [G loss: 1.114247] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325125] [G loss: 1.201722] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325112] [G loss: 1.220002] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325097] [G loss: 1.162763] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325120] [G loss: 1.301550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325106] [G loss: 1.239985] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325107] [G loss: 1.136693] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325112] [G loss: 1.231033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325112] [G loss: 1.156019] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325116] [G loss: 1.133101] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325113] [G loss: 1.201650] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 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loss: 0.325104] [G loss: 1.217899] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325122] [G loss: 1.215186] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325104] [G loss: 1.095092] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325107] [G loss: 1.192472] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325103] [G loss: 1.142954] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325100] [G loss: 1.077922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325099] [G loss: 1.120401] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325105] [G loss: 1.110051] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325124] [G loss: 1.111247] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325102] [G loss: 1.017212] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325120] [G loss: 1.165052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325119] [G loss: 1.252252] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325115] [G loss: 1.107229] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325109] [G loss: 1.206487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325218] [G loss: 1.089295] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325107] [G loss: 1.183027] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325104] [G loss: 0.994305] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325118] [G loss: 1.232851] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325102] [G loss: 1.171389] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325113] [G loss: 1.098540] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325107] [G loss: 1.072676] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325100] [G loss: 1.127290] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325101] [G loss: 1.058146] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325101] [G loss: 1.038530] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325124] [G loss: 1.299228] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325096] [G loss: 1.149510] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325105] [G loss: 1.221961] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325103] [G loss: 1.075073] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325119] [G loss: 1.251831] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325121] [G loss: 1.194040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325103] [G loss: 1.154674] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325104] [G loss: 1.139892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325098] [G loss: 1.136983] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325098] [G loss: 1.082411] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325112] [G loss: 1.061667] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325103] [G loss: 1.192682] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325109] [G loss: 1.261024] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325111] [G loss: 1.093428] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325103] [G loss: 1.081661] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325102] [G loss: 1.082175] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325119] [G loss: 1.144893] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325103] [G loss: 1.175105] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325101] [G loss: 1.126356] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325101] [G loss: 1.036026] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325101] [G loss: 1.216011] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325110] [G loss: 1.161572] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325100] [G loss: 1.184399] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325101] [G loss: 1.162546] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D 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loss: 0.325098] [G loss: 1.196306] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325097] [G loss: 1.188283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325111] [G loss: 1.089837] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325097] [G loss: 1.149703] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325097] [G loss: 1.105859] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325100] [G loss: 1.080269] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325106] [G loss: 1.222234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325098] [G loss: 1.167775] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325102] [G loss: 1.090766] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325102] [G loss: 1.109433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325107] [G loss: 1.155648] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325099] [G loss: 1.151476] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325104] [G loss: 1.099587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325101] [G loss: 1.200026] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325100] [G loss: 1.169596] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325102] [G loss: 1.078170] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325100] [G loss: 1.130162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325100] [G loss: 1.162575] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325111] [G loss: 1.146507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325098] [G loss: 1.205893] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325109] [G loss: 1.109087] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325117] [G loss: 1.097032] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325098] [G loss: 1.082240] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325103] [G loss: 1.190642] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325104] [G loss: 1.115360] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325105] [G loss: 1.236464] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325096] [G loss: 1.241078] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325101] [G loss: 1.157879] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325101] [G loss: 1.179265] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325099] [G loss: 1.157975] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325106] [G loss: 1.165240] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325107] [G loss: 1.255137] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325100] [G loss: 1.076129] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325101] [G loss: 1.157812] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325107] [G loss: 1.232206] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325096] [G loss: 1.153310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325100] [G loss: 1.156587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325100] [G loss: 1.172777] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325100] [G loss: 1.202693] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325105] [G loss: 1.247207] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325092] [G loss: 1.082165] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325103] [G loss: 1.385610] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325113] [G loss: 1.253947] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325098] [G loss: 1.140531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325094] [G loss: 1.147626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325109] [G loss: 1.106410] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325095] [G loss: 1.171696] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325098] [G loss: 1.135615] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D 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loss: 0.325092] [G loss: 1.108781] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325090] [G loss: 1.165666] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325096] [G loss: 1.227490] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325093] [G loss: 1.110488] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325094] [G loss: 1.110683] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325094] [G loss: 1.260055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325101] [G loss: 1.128393] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325096] [G loss: 1.207511] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325091] [G loss: 1.051540] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325095] [G loss: 1.142354] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325091] [G loss: 1.260637] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325091] [G loss: 1.214592] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325101] [G loss: 1.177538] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325095] [G loss: 1.198959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325096] [G loss: 1.106852] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325089] [G loss: 1.276778] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325116] [G loss: 1.145066] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325093] [G loss: 1.068614] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325091] [G loss: 1.114994] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325095] [G loss: 1.162564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325094] [G loss: 1.069096] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325109] [G loss: 1.110001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325096] [G loss: 1.082214] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325092] [G loss: 1.119881] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325091] [G loss: 1.084008] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325090] [G loss: 1.125267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325092] [G loss: 1.046036] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325093] [G loss: 1.187329] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325097] [G loss: 1.157961] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325092] [G loss: 1.106471] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325100] [G loss: 1.192899] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325094] [G loss: 1.202892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325102] [G loss: 1.030038] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325096] [G loss: 1.229171] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325100] [G loss: 1.080306] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325093] [G loss: 1.183682] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325131] [G loss: 1.050984] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325092] [G loss: 1.089983] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325089] [G loss: 1.194355] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325094] [G loss: 1.124550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325094] [G loss: 1.275045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325104] [G loss: 1.187343] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325092] [G loss: 1.093703] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325102] [G loss: 1.118610] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325095] [G loss: 1.222904] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325112] [G loss: 1.083258] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325099] [G loss: 1.168659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325093] [G loss: 1.285467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325096] [G loss: 1.459282] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325095] [G loss: 1.241331] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325102] [G loss: 1.114224] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325093] [G loss: 1.191488] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325094] [G loss: 1.061544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325096] [G loss: 1.258597] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325094] [G loss: 1.075503] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325096] [G loss: 1.269412] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325095] [G loss: 1.057062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325093] [G loss: 1.109188] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325095] [G loss: 1.105068] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325091] [G loss: 1.158636] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325096] [G loss: 1.154020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325105] [G loss: 1.141730] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325094] [G loss: 1.042201] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325094] [G loss: 1.064787] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325092] [G loss: 1.145137] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325093] [G loss: 1.133704] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325102] [G loss: 1.088941] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325092] [G loss: 1.122500] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325092] [G loss: 1.399337] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325091] [G loss: 1.171325] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325090] [G loss: 1.204273] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325093] [G loss: 1.162610] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325106] [G loss: 1.104940] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325091] [G loss: 1.127802] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325091] [G loss: 1.306324] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325104] [G loss: 1.163770] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325100] [G loss: 1.208755] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325092] [G loss: 1.180870] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325095] [G loss: 1.187046] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325095] [G loss: 1.054196] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325098] [G loss: 1.160692] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325093] [G loss: 1.176125] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325091] [G loss: 1.235309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325096] [G loss: 1.245897] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325100] [G loss: 1.166136] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325103] [G loss: 1.101708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325091] [G loss: 1.136908] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325097] [G loss: 1.183470] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325091] [G loss: 1.185987] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325092] [G loss: 1.127098] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325091] [G loss: 1.211247] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325091] [G loss: 1.224708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325091] [G loss: 1.171393] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325095] [G loss: 1.098596] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325092] [G loss: 1.086949] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325093] [G loss: 1.113732] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325095] [G loss: 1.120033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325091] [G loss: 1.212326] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325094] [G loss: 1.187150] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325106] [G loss: 1.203878] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325157] [G loss: 1.123702] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325108] [G loss: 1.193405] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325098] [G loss: 1.141063] [Real_acc: 0.000000] [Fake_acc: 0.000000] 40 [D loss: 0.325096] [G loss: 1.096143] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
41 [D loss: 0.325102] [G loss: 1.101063] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325091] [G loss: 1.196208] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325090] [G loss: 1.207852] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325092] [G loss: 1.203878] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325091] [G loss: 1.126820] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325094] [G loss: 1.076026] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325095] [G loss: 1.106161] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325091] [G loss: 1.231727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325114] [G loss: 1.186101] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325092] [G loss: 1.240546] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325094] [G loss: 1.088268] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325095] [G loss: 1.129966] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 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loss: 0.325090] [G loss: 1.110662] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325090] [G loss: 1.193639] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325097] [G loss: 1.091960] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325097] [G loss: 1.041279] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325093] [G loss: 1.083043] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325092] [G loss: 1.076198] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325095] [G loss: 1.207817] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325090] [G loss: 1.123810] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325091] [G loss: 1.242112] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325096] [G loss: 1.094795] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325102] [G loss: 1.114544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325113] [G loss: 1.217532] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D 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loss: 0.325090] [G loss: 1.164328] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325092] [G loss: 1.203513] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325116] [G loss: 1.180636] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325118] [G loss: 1.120516] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325090] [G loss: 1.245764] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325088] [G loss: 1.118309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325094] [G loss: 1.217098] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325099] [G loss: 1.074435] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325093] [G loss: 1.199657] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325089] [G loss: 1.225238] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325088] [G loss: 1.117550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325095] [G loss: 1.119208] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325090] [G loss: 1.237078] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325096] [G loss: 1.148213] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325094] [G loss: 1.171654] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325091] [G loss: 1.169931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325090] [G loss: 1.085391] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325095] [G loss: 1.228617] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325090] [G loss: 1.147535] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325094] [G loss: 1.088987] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325088] [G loss: 1.112385] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325090] [G loss: 1.128739] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325098] [G loss: 1.313525] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325087] [G loss: 1.049041] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325088] [G loss: 1.324508] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325090] [G loss: 1.184074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325090] [G loss: 1.162993] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325093] [G loss: 1.150223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325089] [G loss: 1.086016] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325091] [G loss: 1.210578] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325091] [G loss: 1.147372] [Real_acc: 0.000000] [Fake_acc: 0.000000] 41 [D loss: 0.325090] [G loss: 1.169056] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
42 [D loss: 0.325089] [G loss: 1.228731] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.160153] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325095] [G loss: 1.160527] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.067662] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325095] [G loss: 1.114663] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.065117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.184206] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.233749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.129451] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.090432] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.117628] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325134] [G loss: 1.239977] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 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loss: 0.325089] [G loss: 1.132785] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.133412] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.144599] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325122] [G loss: 1.104231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.058028] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.119410] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.010043] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.150767] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.168564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.088283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325087] [G loss: 1.050944] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.082155] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.190394] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.227809] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325104] [G loss: 1.127910] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.052746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.396247] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.070909] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325095] [G loss: 1.283333] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325087] [G loss: 1.176760] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.214517] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.185043] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.031323] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.170138] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.179511] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.169425] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325095] [G loss: 1.244157] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325097] [G loss: 1.084283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.219797] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.183560] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.107989] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.167265] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.342145] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.147698] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.145240] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.184600] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.146453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.279260] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.062466] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.169446] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.156220] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.244976] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325101] [G loss: 1.258749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 0.975415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.224311] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.092424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325093] [G loss: 1.163451] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.248201] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.124870] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325097] [G loss: 1.107081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325097] [G loss: 1.135621] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.135898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.160655] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.132349] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.075029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.163656] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.159126] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.113295] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.364598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.108877] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.090774] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.124079] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325095] [G loss: 1.205981] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.219454] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.139007] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.136390] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.114687] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.071390] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.177401] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325096] [G loss: 1.161925] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.111144] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.107100] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.029971] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.103062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.256817] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325087] [G loss: 1.141277] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.139741] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.135707] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325093] [G loss: 1.245868] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325093] [G loss: 1.248475] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325087] [G loss: 1.068381] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325087] [G loss: 1.259918] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.151208] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.049038] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.141588] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.089200] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325093] [G loss: 1.110274] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325093] [G loss: 1.176311] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.109376] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.127875] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.229285] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.197791] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.101133] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.080580] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.137547] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.294445] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.050866] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.235585] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.072064] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.094168] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.174053] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.057856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.192507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325104] [G loss: 1.144898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325087] [G loss: 1.066380] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.031955] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325100] [G loss: 1.249716] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325116] [G loss: 1.204134] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325108] [G loss: 1.264489] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325093] [G loss: 1.186169] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.155893] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.076435] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325095] [G loss: 1.188841] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.118834] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325097] [G loss: 1.090060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.255083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.125654] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325105] [G loss: 1.102641] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325098] [G loss: 1.119292] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.182514] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.188136] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.127493] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325100] [G loss: 1.230497] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325098] [G loss: 1.146256] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325106] [G loss: 1.142210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325099] [G loss: 1.186818] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.165885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325103] [G loss: 1.136414] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325101] [G loss: 1.165438] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.056377] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.224294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.231626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325087] [G loss: 1.135904] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.101359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325109] [G loss: 1.091094] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325104] [G loss: 1.215071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325098] [G loss: 1.250735] [Real_acc: 0.000000] [Fake_acc: 0.000000]
generator.load_weights("weights/generator_41.h5")
disc_model.load_weights("weights/disc_41.h5")
#Resuming training from epoch 42
import warnings
warnings.filterwarnings("ignore")
lamda = 100
for epoch in tqdm(range(42,epochs), leave=True):
c=0
for n,(gray, color) in tqdm(enumerate(train_ds), leave=False, total=len(train_ds)):
gray = tf.expand_dims(gray, axis=-1)
bs = tf.shape(color)[0]
if c<n_disc:
disc_model.trainable = True
disc_loss_real, real_acc = disc_model.train_on_batch(color[:,:,:,1:3], tf.ones((bs, 1)) - 0.1 )
gen_output = generator(gray)
gen_final = gen_output #tf.concat([gray, gen_output], axis=-1)
disc_loss_fake ,fake_acc = disc_model.train_on_batch(gen_final, tf.zeros((bs, 1)) + 0.1)
d_loss = (disc_loss_real + disc_loss_fake) / 2
c+=1
if c == n_disc:
c=0
disc_model.trainable = False
gen_labels = tf.ones(shape = (bs,1) ) - 0.1
with tf.GradientTape() as tape:
gen_images = generator(gray)
gen_final = gen_images #tf.concat([gray, gen_images], axis=-1)
disc_pred = disc_model(gen_final)
gen_loss = loss_fn(gen_labels, disc_pred)
gen_loss2 = lamda * loss_fn2(gen_images, color[:,:,:,1:3])
gen_loss = gen_loss + gen_loss2
grads = tape.gradient(gen_loss, generator.trainable_weights)
gen_optimizer.apply_gradients(zip(grads, generator.trainable_weights))
gen_loss_metric.update_state(gen_loss)
print ("%d [D loss: %f] [G loss: %f] [Real_acc: %f] [Fake_acc: %f]" % (epoch, d_loss, gen_loss, real_acc, fake_acc ))
if n % 50 ==0:
gen_imgs = generator.predict(gray, verbose=0)
gen_final = tf.concat([gray, gen_imgs], axis=-1).numpy()
gen_final[:,:,:,0] = ((gen_final[:,:,:,0]) * 50)+50
gen_final[:,:,:,1:3] = ((gen_final[:,:,:,1:3]) * 128)
gen_imgs = np.array([tfio.experimental.color.lab_to_rgb(img,) for img in gen_final])
r,col = 4,4
fig, axs = plt.subplots(r, col, figsize=(10,10))
cnt = 0
for i in range(r):
for j in range(col):
axs[i,j].imshow(gen_imgs[cnt, :,:,:],)
axs[i,j].axis('off')
cnt += 1
fig.savefig(f"./images/gan{epoch}_{n}.png")
plt.close()
generator.save_weights(f"weights/generator_{epoch}.h5")
disc_model.save_weights(f"weights/disc_{epoch}.h5")
0%| | 0/958 [00:00<?, ?it/s]
0%| | 0/1336 [00:00<?, ?it/s]
42 [D loss: 0.325096] [G loss: 1.130509] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.129827] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.155186] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.239197] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325104] [G loss: 1.255068] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325128] [G loss: 1.192881] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.219193] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325100] [G loss: 1.110942] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.082989] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.199637] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.176787] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.205137] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325093] [G loss: 1.122857] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.151803] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.110021] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325098] [G loss: 1.174647] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.220939] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325115] [G loss: 1.126601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325099] [G loss: 1.101856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.137856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.256621] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.124077] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.233367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.171598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.224690] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325099] [G loss: 1.357638] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325103] [G loss: 1.169779] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.141646] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.121428] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.235594] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.162065] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.113589] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325096] [G loss: 1.238113] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325106] [G loss: 1.157802] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325099] [G loss: 1.178395] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325093] [G loss: 1.202811] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.225475] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.314084] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.024225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325098] [G loss: 1.251251] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.226367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.167999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.094546] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325099] [G loss: 1.116787] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.091537] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.122743] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.255306] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325096] [G loss: 1.216164] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D 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loss: 0.325098] [G loss: 1.348804] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325102] [G loss: 1.168301] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.310782] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.247406] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.235708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325096] [G loss: 1.274968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.394200] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325100] [G loss: 1.236234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.371467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.245113] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.189164] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.218883] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.264127] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.357016] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325100] [G loss: 1.377760] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325099] [G loss: 1.304606] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.270590] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.195558] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325099] [G loss: 1.290886] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.186658] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.235213] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.207903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.319025] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.187406] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.239034] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.154652] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.154883] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325093] [G loss: 1.320795] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325093] [G loss: 1.127814] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.212568] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.248675] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.368463] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325093] [G loss: 1.277293] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.118783] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.337408] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.129082] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325093] [G loss: 1.177312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.151349] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.264255] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325093] [G loss: 1.164284] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.282243] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.242563] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.280294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325105] [G loss: 1.267562] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325093] [G loss: 1.228843] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.212818] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.150331] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.246505] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325093] [G loss: 1.201488] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325093] [G loss: 1.272838] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.142989] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.258571] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.264652] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325098] [G loss: 1.149360] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.176088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325087] [G loss: 1.166072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.205424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.154181] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325096] [G loss: 1.204030] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.276770] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.164009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325095] [G loss: 1.200446] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325088] [G loss: 1.150436] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325089] [G loss: 1.092832] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325094] [G loss: 1.224088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325092] [G loss: 1.266261] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325091] [G loss: 1.105388] [Real_acc: 0.000000] [Fake_acc: 0.000000] 42 [D loss: 0.325090] [G loss: 1.235749] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
43 [D loss: 0.325090] [G loss: 1.249043] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325093] [G loss: 1.117631] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325095] [G loss: 1.397732] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325091] [G loss: 1.223453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325092] [G loss: 1.199810] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325096] [G loss: 1.249655] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325089] [G loss: 1.185460] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325093] [G loss: 1.169175] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325090] [G loss: 1.131995] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325091] [G loss: 1.219826] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325092] [G loss: 1.261204] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325091] [G loss: 1.295865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 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loss: 0.325094] [G loss: 1.185421] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325089] [G loss: 1.258119] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325091] [G loss: 1.155627] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325090] [G loss: 1.259559] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325089] [G loss: 1.148705] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325091] [G loss: 1.105021] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325091] [G loss: 1.104723] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325091] [G loss: 1.145777] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325090] [G loss: 1.226955] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325091] [G loss: 1.176692] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325091] [G loss: 1.100452] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325089] [G loss: 1.148543] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325089] [G loss: 1.160916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325091] [G loss: 1.244147] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325088] [G loss: 1.170081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325096] [G loss: 1.337035] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325099] [G loss: 1.158087] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325107] [G loss: 1.175691] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325125] [G loss: 1.158486] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325098] [G loss: 1.190841] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325097] [G loss: 1.090737] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325100] [G loss: 1.128646] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325124] [G loss: 1.273950] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325090] [G loss: 1.217769] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D 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loss: 0.325094] [G loss: 1.245287] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325092] [G loss: 1.190268] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325088] [G loss: 1.128736] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325094] [G loss: 1.130433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325088] [G loss: 1.155882] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325089] [G loss: 1.127009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325091] [G loss: 1.245284] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325089] [G loss: 1.189967] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325087] [G loss: 1.162935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325089] [G loss: 1.199749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325088] [G loss: 1.248891] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325087] [G loss: 1.188220] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325087] [G loss: 1.227625] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325087] [G loss: 1.197174] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325088] [G loss: 1.173417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325089] [G loss: 1.107433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325092] [G loss: 1.263617] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325087] [G loss: 1.153982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325091] [G loss: 1.191300] [Real_acc: 0.000000] [Fake_acc: 0.000000] 43 [D loss: 0.325090] [G loss: 1.155384] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
44 [D loss: 0.325088] [G loss: 1.274713] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.116660] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325094] [G loss: 1.267012] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.221606] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.139622] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325086] [G loss: 1.162540] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.143000] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325092] [G loss: 1.121848] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.241918] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.221061] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325090] [G loss: 1.218052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325095] [G loss: 1.175253] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 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loss: 0.325088] [G loss: 1.201912] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325093] [G loss: 1.197904] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.196564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.154159] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.202031] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325090] [G loss: 1.221257] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325096] [G loss: 1.147505] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325101] [G loss: 1.160102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325096] [G loss: 1.190538] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325099] [G loss: 1.028949] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.153112] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325105] [G loss: 1.146595] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325100] [G loss: 1.195084] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325092] [G loss: 1.203162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325095] [G loss: 1.104535] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.157365] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325090] [G loss: 1.296957] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.220459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.241842] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.243789] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.171592] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.299635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.214639] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325090] [G loss: 1.225737] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D 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loss: 0.325088] [G loss: 1.178684] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.167767] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325092] [G loss: 1.216790] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325107] [G loss: 1.141364] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325111] [G loss: 1.152857] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325113] [G loss: 1.071336] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325094] [G loss: 1.054064] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.257318] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.199274] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325093] [G loss: 1.300857] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325093] [G loss: 1.152595] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.054155] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.190557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.265875] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325090] [G loss: 1.159727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.243822] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.151096] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325093] [G loss: 1.215548] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.320310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.177176] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325094] [G loss: 1.281685] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325097] [G loss: 1.226860] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.210196] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.197977] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325090] [G loss: 1.159890] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.088139] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.303040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325090] [G loss: 1.135315] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.129421] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.156303] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.122671] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325098] [G loss: 1.157725] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.282027] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325111] [G loss: 1.164316] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325094] [G loss: 1.193784] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325092] [G loss: 1.085019] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325096] [G loss: 1.214312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325095] [G loss: 1.174192] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.168352] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.156032] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325090] [G loss: 1.278534] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325086] [G loss: 1.206404] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.197688] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325086] [G loss: 1.141759] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.293114] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.184666] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325090] [G loss: 1.117099] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325097] [G loss: 1.073556] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D 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loss: 0.325094] [G loss: 1.239797] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325118] [G loss: 1.175509] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325134] [G loss: 1.227556] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325100] [G loss: 1.150574] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.144159] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.096388] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325090] [G loss: 1.223426] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.170962] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325093] [G loss: 1.186757] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.125496] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325086] [G loss: 1.260646] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.209208] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.140296] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.272570] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.267470] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.104086] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.148624] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.170794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.130867] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.113755] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.162668] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.177531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.103074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.089926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325092] [G loss: 1.215346] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325109] [G loss: 1.139037] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325101] [G loss: 1.160669] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325090] [G loss: 1.299309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.114949] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325090] [G loss: 1.130985] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.120533] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.104771] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325096] [G loss: 1.097328] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325112] [G loss: 1.070208] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325097] [G loss: 1.165527] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.169296] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.079702] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.116459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325166] [G loss: 1.384846] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325104] [G loss: 1.118268] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.162281] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.146462] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.281372] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325103] [G loss: 1.165880] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325117] [G loss: 1.436625] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325169] [G loss: 1.153436] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325131] [G loss: 1.143780] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325096] [G loss: 1.089027] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325106] [G loss: 1.185444] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325110] [G loss: 1.035537] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325109] [G loss: 1.131810] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325098] [G loss: 1.119818] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325110] [G loss: 1.108364] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325096] [G loss: 1.163829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325093] [G loss: 1.207940] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.204978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325133] [G loss: 1.156472] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325092] [G loss: 1.047009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325092] [G loss: 1.123585] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.043268] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.263703] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.113060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.046252] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325093] [G loss: 1.115928] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.102085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.127583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.127923] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.190425] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325230] [G loss: 1.115993] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325117] [G loss: 1.229431] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325132] [G loss: 1.082597] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325101] [G loss: 1.223291] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325099] [G loss: 1.178755] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325094] [G loss: 1.226599] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325101] [G loss: 1.192443] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325101] [G loss: 1.161747] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325092] [G loss: 1.082209] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.124599] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325103] [G loss: 1.136559] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325092] [G loss: 1.060377] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325092] [G loss: 1.168221] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325099] [G loss: 1.186401] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.164834] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.147214] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.189663] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.168773] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.091172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325102] [G loss: 1.073239] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325096] [G loss: 1.095634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325093] [G loss: 1.077152] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325093] [G loss: 1.139640] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325097] [G loss: 1.147562] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.321764] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.224417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325095] [G loss: 1.209444] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.140185] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325095] [G loss: 1.123118] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.182676] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.140595] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.262440] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.196162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.197054] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.092507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.122815] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.294748] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.210504] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.129540] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.223305] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325090] [G loss: 1.095166] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325088] [G loss: 1.203797] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325086] [G loss: 1.309354] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.176162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325089] [G loss: 1.214770] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325091] [G loss: 1.171994] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325097] [G loss: 1.070735] [Real_acc: 0.000000] [Fake_acc: 0.000000] 44 [D loss: 0.325087] [G loss: 1.052719] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
45 [D loss: 0.325088] [G loss: 1.174329] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325097] [G loss: 1.108149] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325089] [G loss: 1.168872] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325103] [G loss: 1.149996] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325091] [G loss: 1.173333] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325090] [G loss: 1.124982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325091] [G loss: 1.069936] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325089] [G loss: 1.114413] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.221045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325091] [G loss: 1.119819] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325088] [G loss: 1.125601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325091] [G loss: 1.181859] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 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loss: 0.325087] [G loss: 1.100275] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325086] [G loss: 1.193336] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325088] [G loss: 1.289420] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325088] [G loss: 1.196381] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.202665] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325090] [G loss: 1.292900] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.139138] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.165447] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.217892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325088] [G loss: 1.255323] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325088] [G loss: 1.134976] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.191480] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325098] [G loss: 1.207237] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.263553] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.263643] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325090] [G loss: 1.236000] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.159235] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.170254] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325089] [G loss: 1.169102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.202525] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325086] [G loss: 1.093097] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325086] [G loss: 1.191200] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325086] [G loss: 1.168917] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325086] [G loss: 1.152237] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325086] [G loss: 1.184295] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.145222] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325088] [G loss: 1.163878] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325089] [G loss: 1.334801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.096717] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325091] [G loss: 1.105939] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325086] [G loss: 1.155072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325086] [G loss: 1.385942] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325088] [G loss: 1.125252] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.251720] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.246893] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.174381] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.183707] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.184708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.090033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325090] [G loss: 1.207926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325089] [G loss: 1.189214] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325086] [G loss: 1.180742] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325086] [G loss: 1.196555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.127538] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.122317] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.119231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.161011] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325089] [G loss: 1.160582] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325097] [G loss: 1.206741] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325102] [G loss: 1.095600] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325094] [G loss: 1.101222] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325088] [G loss: 1.300614] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325086] [G loss: 1.074394] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325086] [G loss: 1.238668] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325095] [G loss: 1.378373] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325116] [G loss: 1.164849] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325093] [G loss: 1.122367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325088] [G loss: 1.135687] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.201978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325086] [G loss: 1.131636] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325086] [G loss: 1.147061] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325090] [G loss: 1.116825] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325086] [G loss: 1.164351] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.156635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325086] [G loss: 1.140219] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325088] [G loss: 1.137234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325089] [G loss: 1.147658] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325089] [G loss: 1.191076] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.132385] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.094088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325088] [G loss: 1.146706] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.066417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325089] [G loss: 1.259270] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325089] [G loss: 1.296000] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325088] [G loss: 1.211842] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325093] [G loss: 1.082202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325086] [G loss: 1.264186] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325086] [G loss: 1.215701] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325086] [G loss: 1.425881] [Real_acc: 0.000000] [Fake_acc: 0.000000] 45 [D loss: 0.325087] [G loss: 1.101967] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
46 [D loss: 0.325086] [G loss: 1.067376] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.082163] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325086] [G loss: 1.057526] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325088] [G loss: 1.082442] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325089] [G loss: 1.189067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325088] [G loss: 1.102121] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.117674] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.108744] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325095] [G loss: 1.176826] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.051959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325091] [G loss: 1.136922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.116191] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 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loss: 0.325087] [G loss: 1.120697] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325088] [G loss: 1.074651] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325088] [G loss: 1.075425] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325086] [G loss: 1.070091] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325086] [G loss: 1.215326] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.237273] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.170359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325089] [G loss: 1.154711] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325086] [G loss: 1.193147] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.276551] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.164469] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325090] [G loss: 1.136384] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325088] [G loss: 1.147870] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325088] [G loss: 1.047740] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325089] [G loss: 1.207666] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325088] [G loss: 1.192659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325091] [G loss: 1.068216] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325090] [G loss: 1.187240] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.230978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.167085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325089] [G loss: 1.058428] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325088] [G loss: 1.186708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325093] [G loss: 1.119184] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.167752] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325086] [G loss: 1.152001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.209959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325090] [G loss: 1.104816] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325097] [G loss: 1.230498] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.232900] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325088] [G loss: 1.163193] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325088] [G loss: 1.199261] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325092] [G loss: 1.201886] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325104] [G loss: 1.015532] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325173] [G loss: 1.114836] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325158] [G loss: 1.144517] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325095] [G loss: 1.126740] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.286324] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325089] [G loss: 1.115667] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325093] [G loss: 1.359848] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325092] [G loss: 1.195044] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.158938] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.130725] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325086] [G loss: 1.054444] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325086] [G loss: 1.151393] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325095] [G loss: 1.079621] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.059864] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325086] [G loss: 1.154982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325088] [G loss: 1.177309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D 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loss: 0.325090] [G loss: 1.076904] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.065074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325088] [G loss: 1.126619] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.224909] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.165155] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325092] [G loss: 1.125469] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325086] [G loss: 1.168460] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325086] [G loss: 1.115493] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325088] [G loss: 1.050170] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325090] [G loss: 1.109466] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325088] [G loss: 1.213400] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.189366] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325086] [G loss: 1.090323] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.115102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.096363] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325089] [G loss: 1.104530] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325088] [G loss: 1.041854] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.050789] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.070165] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325089] [G loss: 1.151350] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325089] [G loss: 1.050608] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325088] [G loss: 1.061497] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325099] [G loss: 1.141480] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325089] [G loss: 1.173060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.201927] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325086] [G loss: 1.049891] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325086] [G loss: 1.121793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325087] [G loss: 1.085253] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325086] [G loss: 1.084073] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325088] [G loss: 1.013097] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325090] [G loss: 1.085869] [Real_acc: 0.000000] [Fake_acc: 0.000000] 46 [D loss: 0.325090] [G loss: 1.186959] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
47 [D loss: 0.325088] [G loss: 1.062225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325085] [G loss: 1.066188] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325085] [G loss: 1.104226] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.191949] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.187320] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.262268] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.103363] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.317165] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.137870] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.183769] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325098] [G loss: 1.054399] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325090] [G loss: 1.122081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 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loss: 0.325087] [G loss: 1.082899] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.118577] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.066981] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325085] [G loss: 1.099668] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.099917] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325092] [G loss: 1.103877] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.179469] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.072258] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.120316] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.225162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.049993] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.072372] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.090997] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.286520] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325100] [G loss: 1.070056] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325095] [G loss: 1.124125] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.057790] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325090] [G loss: 1.080601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.036375] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325092] [G loss: 1.039239] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325100] [G loss: 1.113684] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325093] [G loss: 1.138379] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325095] [G loss: 1.022584] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.145051] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.097126] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.128227] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325097] [G loss: 1.145621] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325098] [G loss: 1.036287] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.112288] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.130090] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.062708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.162524] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325091] [G loss: 1.016841] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.031791] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.173230] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325085] [G loss: 1.108445] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.007888] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.163536] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.071763] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.243677] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325090] [G loss: 1.151624] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.127265] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.027822] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.142532] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325092] [G loss: 1.109645] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.098554] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.114691] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325092] [G loss: 1.089504] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D 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loss: 0.325090] [G loss: 1.085830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.070957] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.041249] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.083628] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.129960] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325085] [G loss: 1.037131] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.093673] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325151] [G loss: 1.048618] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325192] [G loss: 1.184094] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325161] [G loss: 1.191204] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325100] [G loss: 1.029279] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325095] [G loss: 1.099652] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325092] [G loss: 1.083419] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325138] [G loss: 1.025507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325103] [G loss: 1.130651] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325143] [G loss: 1.010408] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325224] [G loss: 1.070597] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325101] [G loss: 1.079227] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 0.993505] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.057729] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325097] [G loss: 1.113831] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325090] [G loss: 1.068867] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.072136] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.126982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325091] [G loss: 1.147551] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.042898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.118469] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.076808] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325102] [G loss: 1.162374] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325090] [G loss: 1.082897] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.169879] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.079313] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.236148] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.259819] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.129553] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.002075] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D 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loss: 0.325086] [G loss: 1.119531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.117040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325090] [G loss: 1.143087] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325096] [G loss: 1.103254] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325092] [G loss: 1.034999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.153254] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.119498] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.095091] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.089669] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.057749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 0.970961] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.082582] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325085] [G loss: 1.036229] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.122271] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.099268] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.205983] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.026591] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.083953] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.012606] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325095] [G loss: 1.066642] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325093] [G loss: 1.157374] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.105941] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.115440] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.107615] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.248526] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.117671] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.078573] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325092] [G loss: 1.191286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.099899] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.171108] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.075147] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325090] [G loss: 1.070574] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325091] [G loss: 1.028559] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325085] [G loss: 1.128108] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.095822] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.133286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.057998] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325093] [G loss: 1.125345] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325096] [G loss: 1.126614] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325102] [G loss: 1.020939] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.130939] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.038821] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.105858] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.145559] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.067596] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325085] [G loss: 1.107327] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.090727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.049190] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.065592] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.050003] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.044960] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325090] [G loss: 1.124113] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.033891] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.147677] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.089947] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.050453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.099865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.144904] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325085] [G loss: 1.122414] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.045469] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.118993] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.087471] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.203467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.112587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.052967] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325091] [G loss: 1.184291] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.063624] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.180717] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325096] [G loss: 1.109355] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.116873] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325085] [G loss: 1.120427] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.060408] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.126799] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325085] [G loss: 1.057209] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 0.967009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.054459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325085] [G loss: 1.093861] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.101040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.145266] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.033531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325085] [G loss: 1.037383] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.091807] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.102247] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.036559] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.048127] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.090134] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.053891] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325091] [G loss: 1.134644] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325090] [G loss: 1.050042] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.099908] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.063930] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.009779] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.174884] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.072988] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.066246] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325091] [G loss: 1.058015] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.042012] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.050694] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.174577] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.066675] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.114350] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.000371] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.149631] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.159145] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.145812] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325090] [G loss: 1.129257] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.074710] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.087988] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325101] [G loss: 1.048845] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325097] [G loss: 1.109040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.219336] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325085] [G loss: 1.040675] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.055597] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.070188] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.121779] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.089090] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325091] [G loss: 1.063796] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.141200] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.075624] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.109528] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.093227] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.031801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.068513] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.122341] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.105107] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 0.989555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.078268] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325085] [G loss: 1.014487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.002837] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.142450] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.099201] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325091] [G loss: 1.117265] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.116023] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.115600] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.027145] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 0.980308] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.290470] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.151884] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.064013] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.175520] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.141647] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.098161] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.139328] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.021395] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.010228] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.030537] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325088] [G loss: 1.060157] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325087] [G loss: 1.137222] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325089] [G loss: 1.155523] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325090] [G loss: 1.111130] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.025520] [Real_acc: 0.000000] [Fake_acc: 0.000000] 47 [D loss: 0.325086] [G loss: 1.054220] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
48 [D loss: 0.325086] [G loss: 1.109802] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325089] [G loss: 1.105417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325090] [G loss: 1.152128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 0.974597] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.081384] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.067655] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.070329] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.128742] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325088] [G loss: 1.055209] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.167897] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325089] [G loss: 1.046479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 1.035758] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 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loss: 0.325086] [G loss: 1.104558] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.015798] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325088] [G loss: 1.109348] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.051229] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.078771] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.079396] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 1.019942] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.165453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.095425] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325088] [G loss: 1.153935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.104053] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 1.021165] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.131824] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.060321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325088] [G loss: 1.094484] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.039020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325090] [G loss: 1.204771] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.122736] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.142108] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.084635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.047611] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.038880] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.081729] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.089450] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D 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loss: 0.325097] [G loss: 1.054398] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325106] [G loss: 1.035895] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325099] [G loss: 1.049475] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325093] [G loss: 1.048073] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.040054] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.113495] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 1.100872] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.010849] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 1.125433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325089] [G loss: 1.167964] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.048854] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 0.996714] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.139160] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.093582] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 1.176964] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.014784] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 1.086358] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.033093] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.072773] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.021681] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.135979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 1.079170] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.147516] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325090] [G loss: 1.140230] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.170565] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325094] [G loss: 1.055882] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325106] [G loss: 1.173780] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325090] [G loss: 1.103152] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325088] [G loss: 1.016461] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325093] [G loss: 1.053345] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325093] [G loss: 1.106773] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325108] [G loss: 1.026067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325092] [G loss: 1.160333] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325088] [G loss: 1.093804] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.063342] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.029155] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.117404] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325089] [G loss: 1.129156] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325091] [G loss: 1.059046] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.079018] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325088] [G loss: 1.028030] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.147624] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 1.080361] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 1.131394] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.046286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.191560] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 1.043460] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.047644] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.065257] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.106049] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 1.074456] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.020763] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 1.008334] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.072875] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 0.998598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.124423] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.234434] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325088] [G loss: 1.121475] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.009913] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.070352] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.015175] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 1.139600] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325088] [G loss: 1.040810] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325089] [G loss: 1.033776] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325092] [G loss: 1.014472] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.072309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.159021] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325088] [G loss: 1.190565] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325091] [G loss: 1.133766] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325088] [G loss: 1.064921] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325089] [G loss: 1.070276] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 0.983633] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 1.152400] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 1.026992] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.086199] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 1.083102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 1.119501] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.030280] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325088] [G loss: 1.165951] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325091] [G loss: 1.000067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325103] [G loss: 1.035577] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325088] [G loss: 1.171196] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325088] [G loss: 1.180627] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.164989] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.160579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325089] [G loss: 0.968054] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.100316] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325086] [G loss: 1.119539] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325087] [G loss: 1.031766] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325089] [G loss: 1.129132] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325092] [G loss: 1.066465] [Real_acc: 0.000000] [Fake_acc: 0.000000] 48 [D loss: 0.325085] [G loss: 1.041139] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
49 [D loss: 0.325089] [G loss: 1.040483] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325091] [G loss: 1.087790] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325087] [G loss: 1.096166] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325090] [G loss: 1.020378] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325089] [G loss: 1.160038] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325090] [G loss: 1.059218] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325091] [G loss: 1.049567] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325092] [G loss: 1.071830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325089] [G loss: 1.035525] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325087] [G loss: 1.121154] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325086] [G loss: 1.066686] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325091] [G loss: 1.041052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 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loss: 0.325087] [G loss: 1.072836] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325087] [G loss: 1.081415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325090] [G loss: 1.022842] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325100] [G loss: 1.089181] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325101] [G loss: 1.284670] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325093] [G loss: 1.202020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325133] [G loss: 1.151840] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325249] [G loss: 1.122724] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325154] [G loss: 1.122314] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325140] [G loss: 1.058033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325097] [G loss: 1.016010] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325091] [G loss: 1.110741] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325102] [G loss: 1.056738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325096] [G loss: 1.064398] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325086] [G loss: 1.130052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325087] [G loss: 1.017344] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325089] [G loss: 1.023673] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325087] [G loss: 0.975965] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325086] [G loss: 1.027335] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325087] [G loss: 1.069717] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325103] [G loss: 1.057990] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325087] [G loss: 1.128198] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325087] [G loss: 1.069019] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325085] [G loss: 1.060429] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D 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loss: 0.325087] [G loss: 1.023293] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325086] [G loss: 1.071917] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325085] [G loss: 1.030494] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325087] [G loss: 0.993538] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325086] [G loss: 1.043662] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325090] [G loss: 1.051266] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325085] [G loss: 0.971870] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325089] [G loss: 1.147135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325085] [G loss: 1.146752] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325087] [G loss: 1.065791] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325085] [G loss: 1.143248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325087] [G loss: 1.041411] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325088] [G loss: 1.089881] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325087] [G loss: 0.963129] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325085] [G loss: 0.998487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325086] [G loss: 1.058756] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325086] [G loss: 0.970981] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325087] [G loss: 1.144508] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325092] [G loss: 1.078575] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325086] [G loss: 1.041663] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325086] [G loss: 1.059068] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325085] [G loss: 0.975688] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325087] [G loss: 1.153219] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325087] [G loss: 1.039844] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325085] [G loss: 1.113636] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325086] [G loss: 1.077286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325086] [G loss: 1.072415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325087] [G loss: 0.968983] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325086] [G loss: 1.079062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325086] [G loss: 0.952548] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325085] [G loss: 1.061914] [Real_acc: 0.000000] [Fake_acc: 0.000000] 49 [D loss: 0.325087] [G loss: 1.110054] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
50 [D loss: 0.325087] [G loss: 0.970658] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325085] [G loss: 1.113856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 1.039310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 1.054651] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 1.131716] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 1.006481] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 1.085559] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 1.102111] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325090] [G loss: 1.038937] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325097] [G loss: 1.091979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325085] [G loss: 1.027033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325085] [G loss: 1.048494] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 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loss: 0.325087] [G loss: 1.115644] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 1.063060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325088] [G loss: 1.075042] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325085] [G loss: 1.006999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 1.135765] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 1.119955] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325088] [G loss: 1.145332] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325095] [G loss: 1.113347] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 1.009860] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325089] [G loss: 1.050500] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325095] [G loss: 1.074633] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325098] [G loss: 1.006951] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D 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loss: 0.325088] [G loss: 1.034045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325085] [G loss: 1.086775] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325092] [G loss: 1.078250] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 1.066055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325088] [G loss: 1.041449] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325091] [G loss: 1.045853] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325095] [G loss: 1.159592] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325089] [G loss: 1.000984] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325091] [G loss: 1.021104] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 1.039238] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325091] [G loss: 1.057922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325084] [G loss: 1.013919] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D 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loss: 0.325086] [G loss: 1.105423] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 1.226544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 0.994067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 1.032333] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 1.137556] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325085] [G loss: 1.110930] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 1.082843] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325085] [G loss: 0.971647] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 1.072057] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 0.974041] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 1.057006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325085] [G loss: 1.080907] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325085] [G loss: 0.958670] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 1.038639] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325090] [G loss: 1.057783] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325095] [G loss: 1.086313] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 1.025290] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325088] [G loss: 1.145121] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 1.043904] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 1.032485] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 1.032657] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 1.066022] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325088] [G loss: 1.029555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 1.044952] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 1.126895] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325088] [G loss: 1.109517] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325104] [G loss: 1.031258] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325118] [G loss: 1.033469] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325112] [G loss: 1.033785] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325090] [G loss: 1.057611] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325600] [G loss: 1.001066] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325592] [G loss: 1.075817] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.326151] [G loss: 1.078497] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325184] [G loss: 1.024152] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325129] [G loss: 1.085043] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325099] [G loss: 1.098392] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325095] [G loss: 1.149979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325099] [G loss: 0.999136] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325107] [G loss: 1.084378] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325095] [G loss: 1.049410] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325089] [G loss: 1.081168] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325091] [G loss: 1.113659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325090] [G loss: 1.080310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325093] [G loss: 1.061842] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325088] [G loss: 1.105034] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325093] [G loss: 1.035817] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325088] [G loss: 1.094436] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325095] [G loss: 1.005639] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325094] [G loss: 1.045408] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325089] [G loss: 1.014391] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 0.987954] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325095] [G loss: 1.056082] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325089] [G loss: 1.088490] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325088] [G loss: 1.104990] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 1.052334] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 1.072375] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325089] [G loss: 1.176331] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 1.077565] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325092] [G loss: 0.992995] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 1.096293] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325088] [G loss: 1.244658] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325098] [G loss: 1.082103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325088] [G loss: 1.183577] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325088] [G loss: 1.042818] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 1.066581] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325090] [G loss: 1.256032] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325088] [G loss: 1.108046] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 1.108463] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325088] [G loss: 1.153053] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 1.123889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325098] [G loss: 1.208059] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325089] [G loss: 1.083223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325122] [G loss: 0.990917] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325093] [G loss: 1.059108] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325089] [G loss: 1.117736] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 1.071079] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325088] [G loss: 1.077058] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 1.066106] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325087] [G loss: 1.078985] [Real_acc: 0.000000] [Fake_acc: 0.000000] 50 [D loss: 0.325086] [G loss: 1.150973] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
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loss: 0.325085] [G loss: 1.110289] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325085] [G loss: 0.999114] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325086] [G loss: 1.108711] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325086] [G loss: 1.016399] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325087] [G loss: 1.018861] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325085] [G loss: 1.038232] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325084] [G loss: 1.102554] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325089] [G loss: 0.992283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325091] [G loss: 1.004101] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325090] [G loss: 1.110205] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325089] [G loss: 1.068425] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325089] [G loss: 1.072584] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D 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loss: 0.325087] [G loss: 1.086997] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325086] [G loss: 1.029892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325086] [G loss: 1.146633] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325085] [G loss: 1.049400] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325086] [G loss: 1.100017] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325085] [G loss: 1.022651] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325089] [G loss: 1.013733] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325090] [G loss: 1.146935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325086] [G loss: 1.066015] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325087] [G loss: 0.997583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325086] [G loss: 1.049960] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325086] [G loss: 1.072450] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325087] [G loss: 0.977778] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325089] [G loss: 0.999088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325087] [G loss: 1.001612] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325086] [G loss: 1.045458] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325088] [G loss: 1.131552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325085] [G loss: 1.008427] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325085] [G loss: 1.074798] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325087] [G loss: 1.070748] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325085] [G loss: 1.081948] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325085] [G loss: 0.989620] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325085] [G loss: 1.077796] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325085] [G loss: 1.014537] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D 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loss: 0.325089] [G loss: 1.006405] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325090] [G loss: 1.017418] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325085] [G loss: 1.041770] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325085] [G loss: 1.052911] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325086] [G loss: 1.031970] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325087] [G loss: 0.952708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325084] [G loss: 1.114927] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325086] [G loss: 0.961547] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325084] [G loss: 0.966638] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325085] [G loss: 1.091408] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325087] [G loss: 1.026950] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325090] [G loss: 1.121813] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325090] [G loss: 1.041727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325086] [G loss: 1.036698] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325088] [G loss: 1.169168] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325087] [G loss: 1.063420] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325086] [G loss: 1.025220] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325085] [G loss: 1.005337] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325085] [G loss: 1.079408] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325086] [G loss: 0.978226] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325088] [G loss: 1.006779] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325095] [G loss: 1.105776] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325089] [G loss: 1.032325] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325093] [G loss: 1.009040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325085] [G loss: 1.013898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325087] [G loss: 1.070101] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325086] [G loss: 0.991074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325086] [G loss: 1.063045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325087] [G loss: 1.065213] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325087] [G loss: 1.065474] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325087] [G loss: 0.999636] [Real_acc: 0.000000] [Fake_acc: 0.000000] 51 [D loss: 0.325085] [G loss: 1.039015] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
52 [D loss: 0.325087] [G loss: 1.077156] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325085] [G loss: 0.986226] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325084] [G loss: 0.970835] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325085] [G loss: 1.040663] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 1.081085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325088] [G loss: 1.073355] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325090] [G loss: 1.053244] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325090] [G loss: 0.989925] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325093] [G loss: 1.093038] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325089] [G loss: 1.009261] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 1.041218] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325088] [G loss: 1.085321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 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loss: 0.325125] [G loss: 1.162488] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325106] [G loss: 1.105689] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325088] [G loss: 1.021705] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 1.002385] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325087] [G loss: 1.130743] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 1.000094] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325085] [G loss: 1.094065] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325087] [G loss: 1.110238] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325088] [G loss: 0.939787] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325088] [G loss: 1.090015] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325087] [G loss: 1.043085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325087] [G loss: 0.993275] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D 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loss: 0.325087] [G loss: 1.055362] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 1.022028] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 1.105704] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325084] [G loss: 1.052221] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325087] [G loss: 1.100001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325085] [G loss: 1.032036] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 1.118426] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325092] [G loss: 1.160877] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325088] [G loss: 1.010158] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325087] [G loss: 1.119691] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325089] [G loss: 1.039282] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325089] [G loss: 1.009971] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325088] [G loss: 1.011502] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325091] [G loss: 0.980594] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 1.004958] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325085] [G loss: 0.930793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325087] [G loss: 1.088238] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325087] [G loss: 1.033062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325085] [G loss: 1.016946] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325087] [G loss: 1.017854] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325085] [G loss: 0.999320] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 1.008085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325085] [G loss: 1.112623] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325087] [G loss: 1.008304] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325089] [G loss: 0.981923] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325089] [G loss: 0.998561] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 1.029879] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325085] [G loss: 1.089172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 1.108244] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 1.015309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325085] [G loss: 1.077093] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 1.097610] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 1.048583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325087] [G loss: 1.036501] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325094] [G loss: 1.033724] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325089] [G loss: 1.042305] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325089] [G loss: 1.065443] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325085] [G loss: 1.017160] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325085] [G loss: 0.979474] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325085] [G loss: 1.136427] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 0.999466] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325085] [G loss: 1.084070] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 1.042879] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 1.045264] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325085] [G loss: 1.007517] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325085] [G loss: 1.072076] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325085] [G loss: 1.008148] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325085] [G loss: 1.053010] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 1.016090] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 1.048224] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325090] [G loss: 1.032695] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325089] [G loss: 0.934106] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 0.973136] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325087] [G loss: 0.964114] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 1.067464] [Real_acc: 0.000000] [Fake_acc: 0.000000] 52 [D loss: 0.325086] [G loss: 0.953180] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
53 [D loss: 0.325088] [G loss: 1.156697] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325090] [G loss: 1.019436] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325092] [G loss: 0.967127] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325094] [G loss: 0.994622] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325096] [G loss: 0.997602] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325092] [G loss: 0.938558] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 1.032015] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 1.067788] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325087] [G loss: 1.017926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 0.908831] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 0.964109] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 1.102768] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 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loss: 0.325088] [G loss: 0.973239] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 0.994270] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 1.097498] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325087] [G loss: 1.064845] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325088] [G loss: 0.924008] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325088] [G loss: 0.987180] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325089] [G loss: 0.980917] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 1.056568] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325087] [G loss: 0.971348] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 1.026895] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 0.967707] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325089] [G loss: 0.972746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 1.024804] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 0.997612] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 1.001903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 1.027697] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 0.993347] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 1.029291] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 0.934270] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 0.994713] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 1.056580] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325084] [G loss: 0.991416] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 1.031113] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325084] [G loss: 0.998548] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 1.011728] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 1.094777] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 0.972402] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 0.982406] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325088] [G loss: 1.097105] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325093] [G loss: 1.127752] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325090] [G loss: 1.053406] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 0.993924] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 1.019339] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325087] [G loss: 1.047310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 0.968101] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325092] [G loss: 1.027829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D 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loss: 0.325093] [G loss: 1.095488] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325087] [G loss: 0.931889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325097] [G loss: 1.043852] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325089] [G loss: 1.044975] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325087] [G loss: 1.030520] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325087] [G loss: 0.990559] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325089] [G loss: 1.012422] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325090] [G loss: 1.099102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325088] [G loss: 0.989309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325087] [G loss: 0.961973] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325088] [G loss: 1.033336] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 1.021201] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 0.990852] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325088] [G loss: 1.126286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325088] [G loss: 0.989657] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325087] [G loss: 1.012705] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 1.172167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325087] [G loss: 1.048859] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325089] [G loss: 1.140738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 1.043163] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 0.957830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 0.973297] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 1.045488] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 0.944800] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D 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loss: 0.325085] [G loss: 1.015092] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 0.978225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 0.992394] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 1.150597] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 0.939089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 1.010432] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325084] [G loss: 0.987721] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 1.026403] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 0.959573] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325087] [G loss: 1.122231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325087] [G loss: 1.011443] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325089] [G loss: 1.061108] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D 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loss: 0.325086] [G loss: 1.086968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325086] [G loss: 1.139900] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 0.994736] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325085] [G loss: 1.095247] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325089] [G loss: 0.995749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325089] [G loss: 0.959899] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325087] [G loss: 1.044421] [Real_acc: 0.000000] [Fake_acc: 0.000000] 53 [D loss: 0.325090] [G loss: 1.091625] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
54 [D loss: 0.325092] [G loss: 1.053236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325089] [G loss: 0.988262] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325093] [G loss: 0.977922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325087] [G loss: 1.050644] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325086] [G loss: 1.027027] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325086] [G loss: 0.984747] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 0.993293] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 1.021446] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325086] [G loss: 0.918483] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 0.949703] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 1.013187] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 1.045600] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 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loss: 0.325085] [G loss: 0.969080] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 1.038077] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325086] [G loss: 0.977286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325084] [G loss: 1.031191] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325086] [G loss: 1.032906] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325087] [G loss: 0.987322] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325094] [G loss: 0.952744] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325094] [G loss: 1.001624] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325086] [G loss: 0.963491] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325087] [G loss: 0.957204] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 0.980583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325088] [G loss: 1.007544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325097] [G loss: 0.969934] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325092] [G loss: 1.014235] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325097] [G loss: 0.975065] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325093] [G loss: 0.939274] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325088] [G loss: 1.167256] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325086] [G loss: 1.045345] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 0.967774] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 0.968466] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 0.978808] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 1.049419] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325086] [G loss: 1.049164] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 1.101039] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 0.993467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 0.998519] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325084] [G loss: 0.991880] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 0.935881] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 0.945181] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 1.034802] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325086] [G loss: 0.965613] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325087] [G loss: 0.954938] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325086] [G loss: 1.022357] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325087] [G loss: 0.990085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 0.977169] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325086] [G loss: 1.032167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D 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loss: 0.325087] [G loss: 1.017535] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 1.022345] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325084] [G loss: 0.979967] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325084] [G loss: 1.114307] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 0.995612] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325084] [G loss: 0.964801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325084] [G loss: 1.090298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325086] [G loss: 1.010804] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325092] [G loss: 1.041196] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325092] [G loss: 1.027068] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325088] [G loss: 1.013959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325087] [G loss: 1.006639] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325089] [G loss: 1.188515] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325087] [G loss: 1.205170] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 1.049202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325085] [G loss: 1.003267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325084] [G loss: 1.026801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325086] [G loss: 1.049746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325088] [G loss: 0.925162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325087] [G loss: 1.106845] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325086] [G loss: 0.981501] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325087] [G loss: 1.008602] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325087] [G loss: 0.967795] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325089] [G loss: 1.010583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325089] [G loss: 1.040325] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325086] [G loss: 1.031278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325086] [G loss: 0.990359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325088] [G loss: 1.187410] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325090] [G loss: 1.077835] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325097] [G loss: 0.938472] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325094] [G loss: 1.017884] [Real_acc: 0.000000] [Fake_acc: 0.000000] 54 [D loss: 0.325089] [G loss: 1.055100] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
55 [D loss: 0.325086] [G loss: 1.001617] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325088] [G loss: 0.975850] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325096] [G loss: 0.960364] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325090] [G loss: 1.025917] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325089] [G loss: 0.972146] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325088] [G loss: 1.079205] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325090] [G loss: 0.964490] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325086] [G loss: 0.982886] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325088] [G loss: 0.970383] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 1.001310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325084] [G loss: 1.036317] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 0.991662] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 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loss: 0.325087] [G loss: 1.079958] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325086] [G loss: 0.987792] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325084] [G loss: 0.957763] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 1.098658] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325088] [G loss: 0.948835] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325086] [G loss: 0.983534] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 1.012245] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 1.019310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 1.024049] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325084] [G loss: 0.981280] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325087] [G loss: 0.895055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325092] [G loss: 0.947346] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325088] [G loss: 1.046500] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325084] [G loss: 0.936994] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 0.900720] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325084] [G loss: 0.938126] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325087] [G loss: 1.031473] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325084] [G loss: 0.978672] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325084] [G loss: 0.913565] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325086] [G loss: 0.990137] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325089] [G loss: 0.972190] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325087] [G loss: 0.910741] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 1.015954] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325090] [G loss: 1.070473] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325088] [G loss: 1.034801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325086] [G loss: 0.991005] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 0.977862] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 1.054900] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325084] [G loss: 1.052751] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325086] [G loss: 1.010683] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 1.012359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325086] [G loss: 1.003790] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 0.899362] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325086] [G loss: 1.008601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325084] [G loss: 1.096780] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 0.964492] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 0.966276] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325088] [G loss: 0.993870] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325089] [G loss: 1.113425] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325093] [G loss: 1.067154] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325086] [G loss: 1.056994] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 1.066435] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325103] [G loss: 0.939912] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325107] [G loss: 1.019958] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325092] [G loss: 1.027367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325088] [G loss: 0.974887] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325087] [G loss: 1.016738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325087] [G loss: 1.038947] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 0.958861] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325089] [G loss: 0.967362] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325089] [G loss: 1.013139] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 1.019205] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 0.965397] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 1.021777] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325086] [G loss: 1.064330] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325087] [G loss: 1.036421] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325089] [G loss: 0.997676] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325088] [G loss: 0.959720] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 1.008223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325086] [G loss: 1.075015] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 0.996179] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 0.959402] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 1.001272] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325086] [G loss: 0.975578] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325084] [G loss: 0.929018] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 0.987698] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325084] [G loss: 1.031175] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 0.945355] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325086] [G loss: 0.998632] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 1.129693] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325089] [G loss: 0.948659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325086] [G loss: 0.994419] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325091] [G loss: 0.909055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325093] [G loss: 0.991429] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325087] [G loss: 0.945567] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325089] [G loss: 0.933472] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325088] [G loss: 0.975334] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 1.088941] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 1.013770] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 1.015021] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325086] [G loss: 1.012815] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 0.981525] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 0.988325] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 0.935803] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325087] [G loss: 1.006187] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325086] [G loss: 1.055452] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325085] [G loss: 0.966213] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325086] [G loss: 0.990696] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325087] [G loss: 0.975741] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325089] [G loss: 1.118763] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325093] [G loss: 1.015895] [Real_acc: 0.000000] [Fake_acc: 0.000000] 55 [D loss: 0.325093] [G loss: 0.932797] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
56 [D loss: 0.325086] [G loss: 0.982111] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325089] [G loss: 1.049115] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325088] [G loss: 0.917540] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.033910] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.013779] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.010536] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 1.013660] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 0.919832] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 0.986113] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 1.011571] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325084] [G loss: 0.984246] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325084] [G loss: 0.938208] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 0.965630] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.017063] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 0.937162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325088] [G loss: 1.042123] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 1.034192] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325087] [G loss: 0.958487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325089] [G loss: 0.951277] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325089] [G loss: 1.008863] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 0.966120] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325087] [G loss: 0.988537] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 0.969819] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325087] [G loss: 0.955113] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325087] [G loss: 0.953710] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325092] [G loss: 0.941909] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 0.955127] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 0.977870] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 0.931439] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 0.935016] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 0.941872] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 0.972591] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325087] [G loss: 1.035151] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325091] [G loss: 1.005622] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325090] [G loss: 1.012323] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 0.963662] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 1.004434] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 0.939124] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325088] [G loss: 0.964035] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325088] [G loss: 0.938480] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 1.016224] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 0.956156] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 1.036294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 1.067830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 0.985309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325084] [G loss: 1.030958] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 0.984212] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.018968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 0.923658] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 1.065882] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.000055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 1.023179] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 0.936009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 0.951231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325092] [G loss: 1.084352] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325094] [G loss: 0.900695] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325089] [G loss: 1.094857] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325088] [G loss: 0.956205] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 1.033958] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 0.957029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D 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loss: 0.325085] [G loss: 0.928359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325084] [G loss: 0.975413] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 1.121390] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.022692] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 0.967640] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.088349] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.056829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 1.046839] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.056860] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.097400] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.041081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325084] [G loss: 1.046560] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.030141] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 1.041965] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325087] [G loss: 0.935602] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 0.986887] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.075605] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.039422] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 1.030503] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.087232] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.056952] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.076811] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325084] [G loss: 1.107576] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 1.024105] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.028433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.003373] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.093998] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.077381] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.015828] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.009646] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.101275] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.058039] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325084] [G loss: 0.987807] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 1.026111] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325084] [G loss: 1.102613] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.006762] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325089] [G loss: 1.055248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325091] [G loss: 1.047998] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325087] [G loss: 1.028506] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 0.981507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325086] [G loss: 1.107231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325087] [G loss: 0.958130] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.087688] [Real_acc: 0.000000] [Fake_acc: 0.000000] 56 [D loss: 0.325085] [G loss: 1.019311] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
57 [D loss: 0.325085] [G loss: 1.042441] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.978807] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.987186] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325084] [G loss: 0.944231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325084] [G loss: 1.118119] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 1.065256] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325088] [G loss: 1.012987] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.056813] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 0.994627] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 1.014868] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325087] [G loss: 0.957336] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 1.043180] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 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loss: 0.325085] [G loss: 0.950566] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 0.937747] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325084] [G loss: 0.949164] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 1.033782] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.041273] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325087] [G loss: 0.966236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.022526] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.993955] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325087] [G loss: 1.068008] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 0.974992] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.961074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325087] [G loss: 0.999606] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.989015] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325084] [G loss: 0.981183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325084] [G loss: 0.937766] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325084] [G loss: 1.052596] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 1.007628] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 1.015342] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.036384] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.996072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.970092] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.026347] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.039749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.063877] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325084] [G loss: 1.037312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.973189] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 0.955626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.960305] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325093] [G loss: 1.225930] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325109] [G loss: 1.021461] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325093] [G loss: 1.030609] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325087] [G loss: 1.079893] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.018501] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325087] [G loss: 0.989358] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325089] [G loss: 0.963409] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.919411] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.030540] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.021314] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 1.063792] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325089] [G loss: 1.042446] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325084] [G loss: 1.069274] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325084] [G loss: 1.044303] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.030406] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.979769] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.021295] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325084] [G loss: 1.107892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 1.046275] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.931583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325084] [G loss: 1.002821] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.007963] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325087] [G loss: 0.991628] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325087] [G loss: 1.073061] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 1.002591] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 1.031721] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.018992] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.007790] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.107063] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.937650] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.053540] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.999389] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.028409] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.010960] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 1.039587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.999120] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.067644] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.082479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.950506] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.009451] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.966988] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.097752] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.983799] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.970999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.015684] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 1.093267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 0.973435] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.972229] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325087] [G loss: 0.969143] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 1.098848] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 0.996267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325088] [G loss: 0.947701] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325088] [G loss: 0.897646] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 1.069190] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325084] [G loss: 1.004761] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325084] [G loss: 1.100007] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D 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loss: 0.325085] [G loss: 1.035397] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 0.991589] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.107657] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.080566] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.931651] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.969283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325088] [G loss: 0.952275] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325089] [G loss: 0.940503] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325088] [G loss: 0.998203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325088] [G loss: 1.003157] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.029872] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325084] [G loss: 0.964144] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D 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loss: 0.325098] [G loss: 1.092903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325091] [G loss: 0.951531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325087] [G loss: 1.036103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.094639] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 0.987127] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.021110] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.019540] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.006895] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 0.987912] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 1.033877] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.070287] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.938264] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325084] [G loss: 0.971560] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.046183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325087] [G loss: 0.972905] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325091] [G loss: 0.975407] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.975805] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325084] [G loss: 0.957935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.064553] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 0.969899] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 0.996267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.991918] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.000927] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325084] [G loss: 1.048395] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325084] [G loss: 1.067598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.035305] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.967259] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.075283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 1.076099] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 1.089828] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.995969] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325086] [G loss: 0.978400] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.064339] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.971146] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 1.082610] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325088] [G loss: 1.012507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325093] [G loss: 1.012630] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325089] [G loss: 0.997258] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325084] [G loss: 1.143117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.997975] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325088] [G loss: 1.006822] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325091] [G loss: 1.004159] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325087] [G loss: 1.042976] [Real_acc: 0.000000] [Fake_acc: 0.000000] 57 [D loss: 0.325085] [G loss: 0.984539] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
58 [D loss: 0.325085] [G loss: 0.942740] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 1.108464] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 0.966715] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.061110] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.143977] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.054716] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 0.986071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 0.978297] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 1.048618] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 0.922763] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 0.946162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 0.930869] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 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loss: 0.325087] [G loss: 0.971847] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 1.099391] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.042815] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 0.907480] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.979567] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.020526] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 0.981182] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.050800] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.091585] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.044801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325091] [G loss: 0.985813] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 1.020055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.047629] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.944984] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 0.968601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.979880] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.982745] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.029144] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.012968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.011980] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.997661] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.040375] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.993167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 0.977885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D 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loss: 0.325086] [G loss: 1.023137] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 0.998487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325095] [G loss: 0.995934] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.002877] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.947780] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.061049] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.973696] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 0.999593] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.957563] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 1.076046] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 1.020791] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325092] [G loss: 0.950831] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 1.017943] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 1.055216] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 0.945892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.047387] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 0.959128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 0.938592] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 1.020553] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.035478] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 0.955225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325089] [G loss: 0.991401] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 0.992398] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 0.996450] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 0.990926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.019518] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 0.981350] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 0.976215] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.989325] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 0.980308] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 1.121644] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.002114] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 0.990292] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.078437] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.969640] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.081691] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.939549] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.103885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.018839] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 1.012560] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 0.986043] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.077993] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.002317] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.072192] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.021788] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325089] [G loss: 0.933229] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 0.973595] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325089] [G loss: 1.027238] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325094] [G loss: 0.986095] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 0.962767] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.954961] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.982522] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.109649] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325090] [G loss: 1.027380] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325092] [G loss: 0.932203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325091] [G loss: 0.982503] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 1.000130] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 0.967964] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.000431] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.976131] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.104530] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.029827] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 1.068011] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.055336] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.015820] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.961932] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 1.023353] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 1.047679] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 0.972062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 0.948977] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325090] [G loss: 0.957979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 1.080472] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D 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loss: 0.325086] [G loss: 1.064067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.956020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.005824] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 0.986753] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.024644] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.996822] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 1.037154] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 1.081025] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.009409] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.992859] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.991685] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.949269] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D 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loss: 0.325085] [G loss: 1.039190] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.035458] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.044493] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.005188] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.922545] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.972990] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.089039] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.061553] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 0.956733] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.912572] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 0.959197] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325091] [G loss: 0.942937] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325090] [G loss: 0.995950] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325095] [G loss: 0.926439] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 1.048764] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 0.987847] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 1.018762] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.056536] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.102273] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.006480] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.026219] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.996516] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.014608] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.078228] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 0.993071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.021094] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.035037] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.032775] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.960409] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.029494] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.166657] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.977051] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.024695] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 1.013935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 0.926664] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.021339] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 0.980859] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.981950] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.957532] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 1.164266] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.000833] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.040673] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.044713] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 0.964556] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 0.917765] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 0.943889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 0.954433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 0.959107] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.029170] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.007579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.949740] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.964815] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 0.986116] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 0.968970] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 0.992622] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.961407] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.006992] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 0.993658] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.061920] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.029626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.978640] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.007179] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.064432] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.053004] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.051673] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.961810] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.972513] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.014786] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 0.936990] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 0.971162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.019402] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.962344] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.072380] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.036445] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 0.992181] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.039649] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.935628] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 0.991924] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.963346] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.938968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.021784] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 1.014853] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325089] [G loss: 0.925557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.063744] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 0.951050] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.979622] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.106196] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.015412] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325084] [G loss: 1.007424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 1.032990] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325087] [G loss: 1.023676] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325091] [G loss: 1.007217] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325096] [G loss: 0.947244] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325107] [G loss: 1.006330] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325093] [G loss: 1.057441] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325088] [G loss: 0.982025] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325092] [G loss: 0.995220] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.014778] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325089] [G loss: 1.093297] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325089] [G loss: 1.063468] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325093] [G loss: 0.939487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325086] [G loss: 0.976767] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 1.086256] [Real_acc: 0.000000] [Fake_acc: 0.000000] 58 [D loss: 0.325085] [G loss: 0.931341] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
59 [D loss: 0.325086] [G loss: 1.027929] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325086] [G loss: 0.916587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 1.009973] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325086] [G loss: 1.042410] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325086] [G loss: 0.905235] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.989959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 1.037500] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 1.016438] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325087] [G loss: 1.014431] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325091] [G loss: 0.970568] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325086] [G loss: 0.966890] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.979823] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325086] [G loss: 0.975359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325089] [G loss: 1.064801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325086] [G loss: 0.962956] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.968383] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 1.092837] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 0.961994] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 0.958057] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 1.083670] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 1.025729] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 1.033131] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 1.020094] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 1.059060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.967276] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.986769] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.966786] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.998008] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.966446] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325103] [G loss: 1.040487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325116] [G loss: 0.938056] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325092] [G loss: 0.982404] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325100] [G loss: 0.966135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325097] [G loss: 0.994377] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325088] [G loss: 1.054734] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325089] [G loss: 0.989632] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325093] [G loss: 0.974955] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325087] [G loss: 0.975624] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325086] [G loss: 1.104601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325088] [G loss: 0.992661] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325089] [G loss: 1.018348] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.965050] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325089] [G loss: 1.044787] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325086] [G loss: 0.939533] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 0.976516] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 1.018479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 1.068065] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325086] [G loss: 0.986507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D 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loss: 0.325087] [G loss: 0.957718] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325090] [G loss: 0.994027] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325091] [G loss: 1.006102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325096] [G loss: 0.925872] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325089] [G loss: 1.081840] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.995345] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 0.975141] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325086] [G loss: 1.003862] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325088] [G loss: 0.998673] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325088] [G loss: 0.935284] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325088] [G loss: 1.012543] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 1.048494] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D 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loss: 0.325084] [G loss: 0.916124] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.958117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325086] [G loss: 1.039195] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325087] [G loss: 0.920600] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325087] [G loss: 1.019803] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325088] [G loss: 0.922325] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325087] [G loss: 0.985662] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325087] [G loss: 0.942660] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325091] [G loss: 0.975459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.994203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 0.945234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 1.022096] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 1.017200] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 0.971629] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 0.950593] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325087] [G loss: 0.932217] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325095] [G loss: 0.984918] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325089] [G loss: 0.959085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325091] [G loss: 1.010898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325094] [G loss: 0.976340] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325092] [G loss: 0.970824] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 1.050809] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325086] [G loss: 1.025270] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325087] [G loss: 1.065417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 1.163254] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325086] [G loss: 1.003283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325088] [G loss: 0.997090] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.952748] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.962921] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 0.995151] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.937588] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 1.011595] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 0.956716] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.993128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.895424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 0.978389] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.928371] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325088] [G loss: 1.023203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325089] [G loss: 1.043577] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.965975] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 0.966202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.990015] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 0.977083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.914895] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325090] [G loss: 0.974720] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325089] [G loss: 0.994364] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325088] [G loss: 0.987466] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325087] [G loss: 0.973001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325087] [G loss: 1.043056] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.974982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325086] [G loss: 1.019819] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325086] [G loss: 0.952078] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 0.964104] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325086] [G loss: 1.007286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325086] [G loss: 1.021995] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.953400] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 0.989212] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 0.999085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 0.999557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325085] [G loss: 1.094560] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 1.094939] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 1.045282] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325084] [G loss: 0.989661] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325092] [G loss: 0.969023] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325098] [G loss: 1.004218] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325101] [G loss: 0.996458] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325089] [G loss: 1.035967] [Real_acc: 0.000000] [Fake_acc: 0.000000] 59 [D loss: 0.325088] [G loss: 1.025449] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
60 [D loss: 0.325086] [G loss: 0.982175] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325087] [G loss: 1.030931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325087] [G loss: 0.961916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 0.991451] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 1.015669] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325088] [G loss: 1.010786] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325087] [G loss: 0.950438] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.980434] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 0.903052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.982717] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 1.021996] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 1.021779] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 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loss: 0.325087] [G loss: 0.929389] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325087] [G loss: 0.927382] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325087] [G loss: 1.033266] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325087] [G loss: 0.897706] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 0.951085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 0.917897] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 0.968759] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 1.028702] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 0.981374] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.989125] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 1.000466] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 1.019709] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325088] [G loss: 0.985635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 0.986151] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 0.940267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 1.058550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 1.139177] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 1.007843] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.950991] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325088] [G loss: 1.009164] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325087] [G loss: 0.977192] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.923156] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 0.906076] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.988059] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 1.020172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 1.021445] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 1.021290] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 1.002620] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.966171] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 1.009962] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 0.993636] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 1.100787] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 0.987947] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 0.964681] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 1.003172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325090] [G loss: 0.978922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325089] [G loss: 1.011248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 1.012145] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.927464] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 1.062218] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 1.011591] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 0.890382] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.954931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 0.988715] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 0.945441] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325087] [G loss: 0.983646] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 1.070278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325090] [G loss: 0.957761] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325096] [G loss: 1.011131] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325106] [G loss: 0.990320] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325092] [G loss: 1.178335] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 1.002299] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.965426] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.951359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325089] [G loss: 1.031098] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 0.975078] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 1.056170] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.956986] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.960944] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 1.102748] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D 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loss: 0.325085] [G loss: 0.997831] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 0.971104] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 1.011879] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 0.996248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 1.073000] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 0.910171] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 1.010079] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.957622] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325087] [G loss: 0.963524] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325087] [G loss: 1.026083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325090] [G loss: 1.054922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.921968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.982749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.992297] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.980349] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 1.015624] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 1.131456] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 0.991578] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.972511] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 0.976577] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 1.039718] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 1.043902] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325088] [G loss: 1.009152] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325088] [G loss: 1.037559] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.976147] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 1.038621] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325087] [G loss: 1.009517] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325090] [G loss: 1.015014] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325090] [G loss: 0.977908] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 1.036167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.956562] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 0.995429] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325088] [G loss: 0.930657] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325089] [G loss: 0.916658] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 1.009041] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325085] [G loss: 1.017550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 0.931334] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325087] [G loss: 1.058089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325087] [G loss: 1.000574] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325086] [G loss: 0.992125] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325089] [G loss: 0.940759] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325092] [G loss: 0.938527] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325087] [G loss: 0.965983] [Real_acc: 0.000000] [Fake_acc: 0.000000] 60 [D loss: 0.325084] [G loss: 0.939976] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
61 [D loss: 0.325085] [G loss: 0.929211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.996755] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.012030] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.936776] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.036326] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.903699] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.973320] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325088] [G loss: 0.966610] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325090] [G loss: 1.052772] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325089] [G loss: 0.922321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325087] [G loss: 1.073697] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.943780] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 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loss: 0.325093] [G loss: 0.983686] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325111] [G loss: 0.906581] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325095] [G loss: 0.944234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325088] [G loss: 0.946865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.979452] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.019448] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.962883] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.035848] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.919508] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.970457] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.949889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.974604] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.024062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325088] [G loss: 0.995222] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 1.007470] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.035416] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.956723] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.016835] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325095] [G loss: 1.022033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325093] [G loss: 0.923836] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325089] [G loss: 0.944321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.924329] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.916135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.974839] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 1.016525] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325088] [G loss: 0.966206] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325097] [G loss: 0.969895] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325092] [G loss: 0.936615] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.918130] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325101] [G loss: 0.988571] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325089] [G loss: 0.942545] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 1.036689] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325087] [G loss: 0.995088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.928367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325087] [G loss: 1.034652] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325092] [G loss: 0.986335] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325090] [G loss: 0.954740] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.847210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.993213] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.968807] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.941410] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.943486] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.945976] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.995040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.901948] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.952690] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.964684] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.867653] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.973545] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.979007] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.018641] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325087] [G loss: 0.967509] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325087] [G loss: 0.923174] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 1.006127] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.886312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.927411] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.924728] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.027938] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.006229] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.966667] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.935244] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.948189] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.978295] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.940573] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 1.108802] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.998757] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325088] [G loss: 1.022440] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.945878] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.996271] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.999874] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.904694] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.902825] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.040323] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.998349] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.941048] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.935346] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.986122] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.053062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.973543] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.001252] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.986321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.992116] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.917076] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.000211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.956827] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325090] [G loss: 0.984083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325093] [G loss: 0.930009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 1.099352] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.982037] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.051822] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.952649] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.930619] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325088] [G loss: 0.944477] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325088] [G loss: 0.925977] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.054765] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325087] [G loss: 0.975491] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325087] [G loss: 0.971761] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.993124] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.991092] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325087] [G loss: 1.011936] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325087] [G loss: 0.924497] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325087] [G loss: 1.022608] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325092] [G loss: 0.943633] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325088] [G loss: 0.900428] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.950626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 1.077250] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.002129] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.914328] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D 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loss: 0.325084] [G loss: 0.910957] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 1.002268] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325091] [G loss: 0.956574] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325089] [G loss: 0.892836] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.967344] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.024038] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.943591] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.032586] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.985910] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325088] [G loss: 1.036802] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325088] [G loss: 0.997561] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325089] [G loss: 0.961300] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325087] [G loss: 0.995508] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 1.030755] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.022288] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.987979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.024855] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.978811] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.003398] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.967040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.964617] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325090] [G loss: 0.952797] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.944831] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.001785] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D 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loss: 0.325091] [G loss: 1.074793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 1.003912] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.010069] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.981935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325090] [G loss: 0.938070] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.933879] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.080240] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325087] [G loss: 1.007999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325090] [G loss: 1.032707] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325090] [G loss: 0.904150] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325090] [G loss: 0.946188] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325088] [G loss: 0.969286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.901523] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.978640] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.936165] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.895284] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.984863] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.020506] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.995849] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.028666] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 1.016992] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.998031] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 1.000526] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.981615] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.945638] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.063638] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.919658] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.929497] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.013824] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.967820] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.068107] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.935745] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.938839] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.029110] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.937747] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.049742] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.937347] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.921765] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.954910] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.991110] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.989086] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.913550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.943889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.957591] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.997322] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 1.012693] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.054392] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.018779] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 1.076377] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.979665] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.876380] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.964795] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.941385] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.984436] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.974483] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 1.018735] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325087] [G loss: 0.932687] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.970162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.977740] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.902787] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.985740] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.959535] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.999730] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.985489] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.037643] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.005278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325087] [G loss: 1.079176] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325090] [G loss: 1.007836] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325099] [G loss: 0.905066] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325095] [G loss: 0.948260] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.923444] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.915729] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.959957] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.971687] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.907150] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.977588] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.083931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.985584] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.958766] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.005742] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.933348] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.963962] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.993430] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.863118] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.175868] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.017045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.891780] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.927957] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325089] [G loss: 0.906041] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325094] [G loss: 0.977924] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.944813] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.091278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.958043] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.014739] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.940387] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.980225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.899730] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325087] [G loss: 0.974034] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.922738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.098625] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 0.959404] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.954269] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325091] [G loss: 0.993564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325089] [G loss: 0.907849] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 0.959615] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.983123] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 1.001031] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.961755] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325091] [G loss: 1.029897] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325089] [G loss: 0.992401] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.981024] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325084] [G loss: 1.000073] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325085] [G loss: 0.984498] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 1.018106] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 1.002758] [Real_acc: 0.000000] [Fake_acc: 0.000000] 61 [D loss: 0.325086] [G loss: 1.031424] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
62 [D loss: 0.325087] [G loss: 0.935464] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325088] [G loss: 0.900929] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.940746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.922611] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325089] [G loss: 0.989774] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.980124] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.914659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 1.005449] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.992561] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325087] [G loss: 0.869962] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 1.029727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.972346] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 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loss: 0.325117] [G loss: 0.914099] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325100] [G loss: 0.940508] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325101] [G loss: 0.994744] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325090] [G loss: 0.875513] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325088] [G loss: 0.990143] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325095] [G loss: 1.003529] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325087] [G loss: 0.949662] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.966168] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.940070] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.961788] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.985430] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.927332] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.920801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 1.020538] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325090] [G loss: 0.966306] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.953698] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.934334] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.930997] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325086] [G loss: 1.012741] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325087] [G loss: 0.941922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.966163] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.983431] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.856438] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325090] [G loss: 0.993896] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325093] [G loss: 0.953470] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325160] [G loss: 0.945659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325110] [G loss: 0.954530] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325226] [G loss: 1.031541] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325146] [G loss: 0.921724] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325089] [G loss: 1.003322] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325091] [G loss: 0.966076] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325089] [G loss: 1.097356] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325086] [G loss: 0.960890] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325090] [G loss: 0.915043] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325086] [G loss: 0.986155] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325089] [G loss: 1.048618] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325087] [G loss: 0.944634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325088] [G loss: 0.975173] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325086] [G loss: 0.892179] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325086] [G loss: 1.017349] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325086] [G loss: 0.938454] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.916370] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.922111] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325087] [G loss: 1.017622] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.954274] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.917465] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325086] [G loss: 0.981301] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.941555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.946300] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.954740] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325086] [G loss: 0.979990] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.958861] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325086] [G loss: 0.972917] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325087] [G loss: 0.988415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325086] [G loss: 0.937947] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325086] [G loss: 0.955271] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 1.021286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.925554] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.945795] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.939270] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.970689] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.970764] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325086] [G loss: 1.054094] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325086] [G loss: 1.063143] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.934111] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.935505] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.851731] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.969637] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.937964] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 1.010549] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.940536] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.983562] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.929666] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.908145] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 1.047096] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.968040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.945796] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325086] [G loss: 0.946453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325086] [G loss: 0.929544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.943338] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.919806] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.908271] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.958300] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 1.014456] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.945924] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.944606] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325086] [G loss: 1.041833] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 1.054989] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.919967] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.952212] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 1.004988] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.992061] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.955875] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.963218] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.906657] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.980550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.994882] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.950149] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.950750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 1.129771] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 1.031012] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.979404] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325084] [G loss: 0.957737] [Real_acc: 0.000000] [Fake_acc: 0.000000] 62 [D loss: 0.325085] [G loss: 0.934770] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
63 [D loss: 0.325086] [G loss: 1.024209] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.929267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.920078] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.985706] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.919075] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.918994] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.899244] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.903355] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 1.013721] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.930634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.905396] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.919829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.926896] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 1.030818] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.937652] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.942766] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.939262] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.916244] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.921441] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.968910] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.929274] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.967829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.949814] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.891674] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.926413] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.924374] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.905731] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.977596] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.928657] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325086] [G loss: 1.035524] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.965321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.961514] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.982385] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.964205] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.899489] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.928696] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.991764] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.954698] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.975228] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.893489] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.967631] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 1.006968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.933367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.927288] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.954829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.957934] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 1.016461] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.922964] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D 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loss: 0.325088] [G loss: 0.966709] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325092] [G loss: 1.079370] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325087] [G loss: 0.944126] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.956488] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.894178] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.960069] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 1.040970] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.992006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.978026] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.995626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.977417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.883150] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.921342] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 1.054965] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 1.016882] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.986263] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 1.091743] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.955044] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.959181] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.926017] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 1.013531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.933883] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.959146] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325088] [G loss: 0.907525] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325088] [G loss: 0.960816] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.925584] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 1.026143] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.971435] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.866556] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.929466] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325087] [G loss: 0.936134] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325087] [G loss: 1.009467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.983977] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.931800] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.948867] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.990389] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.966862] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.947526] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 1.039667] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.954699] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.898267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.971560] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325088] [G loss: 1.010590] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325088] [G loss: 1.037647] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 1.032021] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.947616] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325086] [G loss: 0.999086] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.995477] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.945930] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.958182] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.934370] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.851552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.975380] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.918685] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.980686] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.985830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.977565] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.995377] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.928085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.960983] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.965862] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.977101] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325085] [G loss: 0.941934] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 1.009423] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325084] [G loss: 0.982539] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325086] [G loss: 0.995671] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325094] [G loss: 1.077035] [Real_acc: 0.000000] [Fake_acc: 0.000000] 63 [D loss: 0.325087] [G loss: 0.942828] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
64 [D loss: 0.325085] [G loss: 0.999364] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.976898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.926499] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 1.107605] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.920940] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.924990] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.971582] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.979071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325088] [G loss: 0.868106] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325086] [G loss: 0.935067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.956863] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.941979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.872516] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.942449] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.993042] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.885772] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325086] [G loss: 0.933389] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325088] [G loss: 1.002056] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.959000] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.985124] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.942801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 1.044192] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.982402] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.938254] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.965155] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 1.018095] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.983467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.946235] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 1.100163] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.932960] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 1.011435] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325086] [G loss: 0.897967] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 1.129281] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 1.007328] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.969903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.918876] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.919015] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325086] [G loss: 0.935333] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325089] [G loss: 0.981182] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325087] [G loss: 0.978256] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.985206] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 1.044350] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.937078] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.944390] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.979443] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.934095] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.959407] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325088] [G loss: 0.939949] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325091] [G loss: 0.981387] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325090] [G loss: 0.945641] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.953592] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.982767] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.896796] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 1.020683] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.995019] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.920322] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 1.020474] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325087] [G loss: 1.024363] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.957602] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.978154] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.931817] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325086] [G loss: 0.914919] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.957865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325086] [G loss: 0.962912] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325087] [G loss: 0.960015] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.917395] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325086] [G loss: 1.000415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.927551] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325086] [G loss: 0.957294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325090] [G loss: 0.926953] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325088] [G loss: 1.006440] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325087] [G loss: 1.054553] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325087] [G loss: 0.913064] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325086] [G loss: 0.962103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.943375] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.898038] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.920318] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.921835] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325087] [G loss: 1.026977] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325089] [G loss: 0.914269] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325087] [G loss: 0.984594] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.952718] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.952150] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.875372] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.911210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.941475] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 1.015629] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 1.013882] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.971393] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.872561] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325087] [G loss: 1.021258] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325088] [G loss: 1.031792] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.962464] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.954361] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.908940] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.981114] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.915778] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325086] [G loss: 0.950642] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.986531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.865120] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 1.015893] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.930628] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 1.076872] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325086] [G loss: 0.940864] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325087] [G loss: 1.000499] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325088] [G loss: 0.936472] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325088] [G loss: 0.918565] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325086] [G loss: 0.921628] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D 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loss: 0.325085] [G loss: 1.000544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325087] [G loss: 0.970679] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.939048] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325086] [G loss: 1.001573] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.946351] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325087] [G loss: 0.887167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325087] [G loss: 0.912485] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325087] [G loss: 0.899839] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325086] [G loss: 0.901152] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.967299] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325086] [G loss: 0.941727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 1.014507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.901158] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325086] [G loss: 1.003433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325086] [G loss: 1.001408] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.917361] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.910613] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 1.024225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.976337] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.907766] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 1.007075] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325087] [G loss: 0.867444] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 1.011746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325087] [G loss: 0.981586] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325089] [G loss: 0.949378] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325086] [G loss: 0.961544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325087] [G loss: 0.947887] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 1.009023] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.902947] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.941643] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325084] [G loss: 0.953767] [Real_acc: 0.000000] [Fake_acc: 0.000000] 64 [D loss: 0.325085] [G loss: 0.979944] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
65 [D loss: 0.325084] [G loss: 0.957874] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.977778] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.962955] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.945823] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.946584] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 1.006768] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.927982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.993564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.916885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 1.001426] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 1.054711] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.986626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325087] [G loss: 0.985907] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.918306] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.954102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325087] [G loss: 0.939099] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.000231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.880912] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.992404] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.954908] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 1.020883] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.905188] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.909072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 1.049868] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.859402] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.987111] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.943744] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.958704] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.969999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325091] [G loss: 0.918143] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.972435] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.865164] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.911349] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.932365] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.968346] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.026550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.960879] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.939467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.876532] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.982657] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.075473] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.900505] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.898297] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.948032] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.016829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.901243] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.904582] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.976640] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.885777] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.892163] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.925566] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.940599] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.952932] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.942201] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.911569] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.977364] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.935439] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.860544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.962688] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.903228] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.946086] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.908923] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.905832] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.989705] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.909798] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.915959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.943575] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.966409] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.913630] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.927233] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.960793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.944246] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.005135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.958734] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.897267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.902081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.880525] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.030843] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 1.018566] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.947120] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.927455] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.995738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.990602] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.894396] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 1.021621] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.986975] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.949919] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.031870] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.943935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.968232] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.921304] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.888017] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.927493] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 1.031507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.964823] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.993243] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.927649] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.971032] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.950979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.923512] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.023699] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.031220] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.933223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.882004] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.927305] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.972290] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 1.000702] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325088] [G loss: 0.924852] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.914132] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.923426] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.907255] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.922131] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.933212] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.932285] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.899847] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.986468] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.002036] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.968629] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.978016] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.055977] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.040729] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.959989] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.933620] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.984233] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.962132] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.916194] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.966980] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.890282] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.966852] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.889170] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.871719] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.979903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.936233] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.943710] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.874966] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.988621] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.939246] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.957254] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325087] [G loss: 0.976110] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.950901] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.981411] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.983263] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.911057] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.890647] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.948959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.900977] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.931720] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 1.000024] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.952405] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.923883] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.943321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.972141] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.959584] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.893179] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.905572] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.881825] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.994371] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.941288] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.912295] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.970283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.967511] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.997202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.003000] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.988907] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.919302] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 1.007629] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.981722] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.904634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D 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loss: 0.325085] [G loss: 0.967735] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325087] [G loss: 0.933555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325091] [G loss: 0.960794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325088] [G loss: 0.973622] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.981055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325087] [G loss: 1.018799] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325088] [G loss: 0.904309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 1.003977] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.975156] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.969537] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325088] [G loss: 0.979547] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.988751] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 1.134350] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.928946] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.980362] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.905586] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.964107] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.954558] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.996364] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.892416] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.996030] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.947313] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.982231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.008142] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.996557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.951072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.984317] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.924635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.927884] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.935710] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.946993] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 1.007289] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.871899] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.939320] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.988717] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.955228] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.940542] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.980529] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.916403] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.965707] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.941733] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.916690] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.004291] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.876400] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.964670] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.954908] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.018803] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.956222] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325088] [G loss: 0.959754] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 1.013688] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.958080] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.961167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.944654] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.920865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325087] [G loss: 0.903421] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325087] [G loss: 0.990230] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.918800] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.925157] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.944968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.950995] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.909307] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.946941] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.966596] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.868428] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.877368] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.997478] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.966942] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 1.013851] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325087] [G loss: 0.972082] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.992102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.070502] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.938312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.893246] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.919219] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325088] [G loss: 0.998367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325087] [G loss: 1.034378] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.919214] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.984818] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.942483] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.950192] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.971831] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.995273] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.944891] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325087] [G loss: 0.986794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.920918] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.975312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.927398] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.972445] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.863839] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.018775] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.931017] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.980798] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.919532] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 1.052364] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325087] [G loss: 0.952911] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325087] [G loss: 0.912178] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.985037] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.990474] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.979095] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.974437] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.984814] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.921871] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.960409] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.902477] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.945672] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.909276] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 1.040339] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.955965] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.937461] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.950714] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325087] [G loss: 0.962670] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325089] [G loss: 0.962351] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.896036] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.933300] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.913645] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.917048] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 1.018746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.923459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.029372] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.984365] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 1.012641] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.919259] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.952749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.966756] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.945889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.952699] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.992914] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.946292] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.914388] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325088] [G loss: 1.006070] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325091] [G loss: 0.917954] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325087] [G loss: 0.918310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.974284] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.987154] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.937396] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.916065] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325088] [G loss: 0.964824] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325087] [G loss: 0.909714] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.916629] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325091] [G loss: 0.923407] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325089] [G loss: 0.932741] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.927565] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 1.030741] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.940707] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.953689] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.946781] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.910697] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.934090] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325084] [G loss: 0.928805] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.948228] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.934004] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.933792] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325085] [G loss: 0.908268] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.990580] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325090] [G loss: 0.920133] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325094] [G loss: 1.002177] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325095] [G loss: 0.928052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325087] [G loss: 0.953249] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325088] [G loss: 0.906579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325086] [G loss: 0.986277] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325090] [G loss: 0.947642] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325089] [G loss: 0.972541] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325089] [G loss: 0.979237] [Real_acc: 0.000000] [Fake_acc: 0.000000] 65 [D loss: 0.325088] [G loss: 0.902594] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
66 [D loss: 0.325085] [G loss: 0.968540] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.943861] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.933211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325086] [G loss: 0.900617] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325086] [G loss: 0.909883] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.938514] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.983163] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.886069] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.960412] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 1.008583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.892090] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.926522] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 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loss: 0.325084] [G loss: 0.953254] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.958209] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.925825] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.957654] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.962413] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.931016] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 1.032267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.986906] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.907128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325087] [G loss: 0.949327] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325087] [G loss: 0.983312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.932766] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D 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loss: 0.325085] [G loss: 0.879579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325088] [G loss: 1.035071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.981069] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.976951] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.894521] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.954253] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325086] [G loss: 0.978373] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325086] [G loss: 0.918111] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 1.081554] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.993510] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.939401] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325088] [G loss: 0.902938] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325086] [G loss: 0.940120] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325086] [G loss: 0.930231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.973557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 1.017204] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.985940] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325086] [G loss: 1.025223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 1.068515] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.916960] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.956242] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.914305] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.982451] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.985482] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.876508] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325086] [G loss: 0.937849] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.929345] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.966070] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 1.020234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 1.059717] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.923751] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.922050] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.966454] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.977117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 1.045041] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.992722] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.970935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.973170] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 1.045357] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 1.049442] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.955772] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325086] [G loss: 0.948152] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.996570] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.887233] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.932123] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.957728] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325086] [G loss: 0.944940] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325087] [G loss: 0.846622] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325086] [G loss: 0.931755] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.918636] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.978219] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.887155] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.991551] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325086] [G loss: 0.902398] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325090] [G loss: 0.979999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325094] [G loss: 1.011589] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325089] [G loss: 0.940031] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.892914] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325086] [G loss: 0.940172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325086] [G loss: 0.941894] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.931283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.980462] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.883657] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.986738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.995917] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.995654] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.891882] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.991534] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.957569] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 1.064173] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.916779] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.985090] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.950501] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.935008] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325088] [G loss: 0.981542] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325086] [G loss: 0.899773] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325092] [G loss: 0.984287] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325095] [G loss: 0.903600] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325094] [G loss: 0.962508] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325089] [G loss: 1.015894] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325088] [G loss: 0.911877] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 1.013012] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.915317] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.902099] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.963307] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325087] [G loss: 0.921195] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325089] [G loss: 0.951666] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325087] [G loss: 0.951772] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.956208] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 1.017251] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325084] [G loss: 0.917403] [Real_acc: 0.000000] [Fake_acc: 0.000000] 66 [D loss: 0.325085] [G loss: 0.898818] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
67 [D loss: 0.325085] [G loss: 0.991288] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.988428] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.888244] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 1.018709] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.855478] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 1.024029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.969683] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.917833] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.990083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.056286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.854189] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.886330] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.904548] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.959228] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.935060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.968085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.910659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.935780] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.972460] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.985872] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.950565] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.941209] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.965267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.890633] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.903332] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.983491] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.915467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.917629] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.912342] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.929158] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.003912] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.994805] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.901350] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 1.035558] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.962302] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.963438] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.945989] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.959069] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.977886] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.938879] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.937786] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.914450] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.951586] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.842950] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.937461] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.914236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.901467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.936467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.896336] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.938858] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.903995] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.922984] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.920106] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.887689] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.892713] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.943301] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.938524] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.949389] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.925074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 1.017917] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.949086] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.953106] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.898587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.854825] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.936189] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.906361] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.946045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.033498] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.962620] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.973257] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.990531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325088] [G loss: 0.966294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325093] [G loss: 0.935518] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325098] [G loss: 0.949907] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325091] [G loss: 0.938707] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.976402] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.978656] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.929718] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.976638] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.919755] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325088] [G loss: 0.877076] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.967838] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.915235] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.062688] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D 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loss: 0.325085] [G loss: 1.006232] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.895199] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325090] [G loss: 0.887940] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325088] [G loss: 0.932851] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325089] [G loss: 0.942414] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.967826] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325090] [G loss: 0.941855] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.923957] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.958791] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.933533] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.981140] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.935120] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325094] [G loss: 1.043705] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325101] [G loss: 0.916219] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325092] [G loss: 0.931500] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325090] [G loss: 0.944137] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.927752] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.852517] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.974549] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.932684] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.942779] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.983761] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.940065] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.936805] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.913088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.978463] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.924649] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.960807] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.998262] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.925079] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.994772] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.970840] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.889476] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.953882] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.949184] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.916314] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.971303] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.969236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.947242] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.966594] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.011715] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.909391] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.919009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.912723] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.898304] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.928297] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.953880] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.921335] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.946419] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.931926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.953178] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.936058] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.982479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.968734] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.904102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.985467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 1.016052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.989990] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.972431] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.943803] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.015666] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325089] [G loss: 0.864341] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325088] [G loss: 0.931751] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.966920] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.917417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.935162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.985151] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.872117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.909195] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.918424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.969787] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.949265] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.917537] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.928003] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.947831] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.915560] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 1.000824] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.958003] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.030929] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.994118] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.980644] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.961108] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.943460] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.895594] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.897434] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.958673] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.971758] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.973076] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.994477] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.979614] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.871124] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.922652] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.957540] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.934090] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325092] [G loss: 0.965902] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325089] [G loss: 0.934555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.918407] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.956126] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.934426] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.968764] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.947990] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.955038] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.906417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.911026] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325090] [G loss: 1.008141] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325092] [G loss: 0.901476] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325089] [G loss: 0.942156] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.849447] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.904816] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.882829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.907126] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.963132] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.942737] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.945628] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.941834] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.004742] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.956581] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.869830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.891655] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.897312] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.932462] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.992130] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.921389] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.910417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.021025] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.999516] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.957443] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.906840] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 1.034470] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.929195] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.938269] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.863029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.942039] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.877452] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.993407] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.950170] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.959376] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.006459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.936342] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325090] [G loss: 0.944642] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325088] [G loss: 0.993331] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.936794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.971836] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.995848] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.891891] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.906290] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.985892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.895958] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.951771] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.910339] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325098] [G loss: 1.039672] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325106] [G loss: 1.011585] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325091] [G loss: 0.953506] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325088] [G loss: 0.937059] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.915160] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 1.031727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D 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loss: 0.325084] [G loss: 0.930292] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.985798] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.959976] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.999173] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.963527] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325088] [G loss: 0.965238] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 1.054743] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.967944] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.910586] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.928124] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.954058] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.911550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.957172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.944196] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.980051] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.947426] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.937296] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.892110] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.904542] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.919102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.996885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.864830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.910655] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.033557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.982991] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.069931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.945295] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.972310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.942634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 1.016697] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 1.050879] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.901242] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.973963] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.953784] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.928533] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.922982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.904186] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.939191] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.965052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.951445] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.904395] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.964800] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.894891] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.956036] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.940791] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.993135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.998564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.890512] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.915070] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.977242] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.887220] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.879301] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.961741] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325089] [G loss: 0.915022] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325092] [G loss: 0.960791] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.921812] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.959746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.954096] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.934945] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.942245] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.977805] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.971147] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.971854] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.904406] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325088] [G loss: 0.925451] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325089] [G loss: 0.889087] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.964150] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.968791] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.935851] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.885453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.959304] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.899227] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325083] [G loss: 1.012414] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.949383] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.958217] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.856763] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.908974] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.961963] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.893874] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.052137] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.969295] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.951302] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.968925] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.981215] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.939234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.990256] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.892218] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.010967] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.931318] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.962964] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.890130] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.950210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.954225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.911933] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.949595] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.932446] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.917455] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.890100] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.916572] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.958512] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.991502] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.983303] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.929225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.937925] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.933837] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.941553] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.922299] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.931074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.911311] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.916539] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.964090] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.981178] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.919006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.882321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.938874] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.019579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.948484] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.984966] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.934521] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 1.036069] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.923664] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.876598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.925202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.875500] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.948669] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.910574] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.953578] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.012721] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.950394] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.964263] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.972395] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.992033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 1.043687] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.918132] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.961858] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.944534] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.009722] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.889613] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 1.049177] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.000825] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.940402] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.880007] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.907074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.943919] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.928562] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.945144] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.857989] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.990313] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.948051] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.881518] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.981196] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 1.016932] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.863990] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.899100] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.996294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.965708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.895774] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.975507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.940590] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.952552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.931278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.879845] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.941920] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 1.051261] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.000130] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.911171] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.950377] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.948409] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D 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loss: 0.325084] [G loss: 0.929841] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.989654] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.941210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.987029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.849089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.907001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.990276] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.937636] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.947227] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.940388] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.888123] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.889630] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.928990] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.913856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.914926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.023664] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.930997] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.956506] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.901521] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.985078] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.891085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.965923] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 1.024064] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.901979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.952485] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.899025] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.945067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325090] [G loss: 0.967203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325088] [G loss: 0.978369] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.968861] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.865204] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.968310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.933245] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.938697] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.937650] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.959299] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.983551] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.966165] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.946034] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.931013] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.984938] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.939839] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.946887] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.949451] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.016556] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.971060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.956794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.994197] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.949580] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 1.002940] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.930383] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.870943] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.934236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 1.051502] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.011785] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.082529] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.962191] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.918208] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.930223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.947971] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.012245] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.922132] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.998161] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.982120] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.979574] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.912013] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.838890] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325088] [G loss: 0.947527] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325096] [G loss: 0.956966] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325110] [G loss: 0.872566] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325099] [G loss: 1.006402] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325090] [G loss: 0.932108] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325095] [G loss: 0.935296] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325099] [G loss: 0.888314] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325091] [G loss: 0.952931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.968892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.909453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.882463] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.900146] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.893955] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.988742] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.923432] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.969958] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.945126] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.987223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.931525] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.939122] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.007163] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.938230] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325089] [G loss: 0.915534] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325096] [G loss: 0.873972] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.937130] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.958365] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.901207] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.983789] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.913786] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.978016] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.946620] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.919641] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.967382] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.962179] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.941361] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.949340] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.928359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.942466] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.909878] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.911076] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.879938] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.966501] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.982848] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.919052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.044760] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.909460] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 1.003327] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.903994] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.993081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.931609] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 1.024951] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.986435] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.924488] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.947089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.939179] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.947030] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.933122] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.964732] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.963727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.010430] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.969009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.000084] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.978935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.000607] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.932853] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.937400] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.908913] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.985220] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.026001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.923558] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.025464] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.946867] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.938031] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.918481] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.952107] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.939009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.954224] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.917791] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.900320] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.944136] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.943916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.011282] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.897519] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.913479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.952006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.914065] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.952563] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.927478] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.995649] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.999289] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.951417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.987765] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.998145] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.928712] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.992542] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.022786] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.932642] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.963291] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.924447] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 1.013277] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.918841] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.883219] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.902577] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.977712] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.964322] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.914750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325093] [G loss: 0.881451] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.877527] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.923167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.946599] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.922249] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.954404] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325088] [G loss: 0.912082] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 0.876515] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.947147] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.953950] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.936112] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.958987] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.939661] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.939104] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.944635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.008797] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.905568] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.906963] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 1.008915] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325088] [G loss: 0.923451] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.985120] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.926008] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.949597] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.965589] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.001236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.925148] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 1.003321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.954333] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.944919] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.947435] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 0.995661] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.985399] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325085] [G loss: 1.054317] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.941117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.958203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.927141] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325084] [G loss: 0.911365] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325086] [G loss: 0.915235] [Real_acc: 0.000000] [Fake_acc: 0.000000] 67 [D loss: 0.325087] [G loss: 1.017785] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
68 [D loss: 0.325086] [G loss: 0.907067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 0.933957] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325090] [G loss: 0.935063] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.993098] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.960749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.887874] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.996629] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.955584] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.997577] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.978927] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.926414] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.964047] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 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loss: 0.325085] [G loss: 0.939637] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 1.011883] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.876234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.920316] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.899283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.962498] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.923456] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.917079] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.937435] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.913692] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.871413] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.894780] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.965632] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.920342] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.968740] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.963507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.885753] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 1.047141] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.997205] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325087] [G loss: 0.936497] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325088] [G loss: 0.918342] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.866639] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.926927] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.931199] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 1.019650] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.973548] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.946006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325087] [G loss: 0.902991] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325087] [G loss: 1.095038] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.922698] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.946251] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.905963] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 0.990979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325094] [G loss: 0.912487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325093] [G loss: 0.969386] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 1.012284] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.914397] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.870791] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.986052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.917423] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.993902] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.927161] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.843378] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.893456] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 0.977283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325087] [G loss: 0.962261] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.914543] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.857555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.972052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.925167] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.942806] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.926401] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.860680] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.942316] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.900232] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.912904] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.897184] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 0.947935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.909959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325089] [G loss: 0.923897] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 0.993720] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 0.925746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.990048] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.940363] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.953080] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325088] [G loss: 0.956120] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325087] [G loss: 0.975266] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.875593] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.899387] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.964031] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.990339] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325087] [G loss: 0.937100] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325090] [G loss: 0.898784] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325087] [G loss: 0.929795] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 0.922440] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.974569] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.930497] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.949668] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.977534] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.971166] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.928401] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.971483] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.943681] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.885834] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D 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loss: 0.325084] [G loss: 0.975079] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.978059] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 1.008890] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.906074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.993121] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.918811] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.871590] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.974457] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 1.008339] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.944900] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.920659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.986447] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 1.011081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.876987] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.892411] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 1.039282] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.891108] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.949453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.937616] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.921667] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325089] [G loss: 0.981238] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325098] [G loss: 0.879491] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325100] [G loss: 0.936274] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325089] [G loss: 1.013938] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325087] [G loss: 0.995567] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325090] [G loss: 0.867509] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325087] [G loss: 0.870315] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.905898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 1.005830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.881212] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.922385] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.930093] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.938039] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325083] [G loss: 0.905910] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.910339] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.915951] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D 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loss: 0.325084] [G loss: 0.950863] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 1.054694] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.869914] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 1.031871] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.956702] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.930695] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.888025] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 0.933278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 1.022706] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.989531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.929901] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.904566] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.963024] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.946739] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.930564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.996487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.914530] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 0.883440] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325087] [G loss: 0.999916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.942098] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.904807] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.880518] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.887887] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.960908] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 0.942570] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.916948] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.944464] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.884641] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.932321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.916870] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.942512] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.956136] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.925993] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.985317] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.966000] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.994689] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 0.890043] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 1.037122] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.935078] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.913720] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.954022] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.906900] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.957495] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.963923] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.995688] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 1.011838] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.868997] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.968920] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.920006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 1.029996] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 0.924328] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325087] [G loss: 0.880636] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325088] [G loss: 0.986039] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325089] [G loss: 0.920446] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325092] [G loss: 0.938526] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325088] [G loss: 1.037452] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 0.920979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.929091] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.991205] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325087] [G loss: 0.883223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 0.919495] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325087] [G loss: 0.974549] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.940453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.943470] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 0.899698] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 0.890555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 1.019083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.941724] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 1.040718] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.968905] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.892882] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.976337] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 0.939073] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.963991] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 1.010325] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.914801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.866292] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.945035] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 1.018221] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.846555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.932341] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325088] [G loss: 0.958741] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325086] [G loss: 0.924763] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325085] [G loss: 0.920971] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.872171] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 1.001501] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.957876] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.936417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.942348] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.901277] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.891531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 68 [D loss: 0.325084] [G loss: 0.960023] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
69 [D loss: 0.325084] [G loss: 0.957802] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.929072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.983634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.902064] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325086] [G loss: 0.975134] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.960353] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.928307] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325089] [G loss: 0.957919] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325092] [G loss: 0.999365] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325087] [G loss: 0.910467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325087] [G loss: 0.961841] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325087] [G loss: 0.975980] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 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loss: 0.325090] [G loss: 0.950824] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325088] [G loss: 0.854543] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.946535] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.925906] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.979962] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.935856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.995478] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.909663] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.955198] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.980475] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.957575] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 1.014754] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D 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loss: 0.325085] [G loss: 0.978257] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.924334] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325087] [G loss: 1.003938] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325088] [G loss: 0.955460] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325087] [G loss: 1.008321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325089] [G loss: 0.940280] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325104] [G loss: 0.981293] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325088] [G loss: 0.947274] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325087] [G loss: 0.921285] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.931278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325088] [G loss: 0.914322] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325089] [G loss: 0.918173] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325098] [G loss: 0.977717] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325090] [G loss: 0.985904] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325086] [G loss: 0.908079] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.946302] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.899412] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.888897] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325086] [G loss: 0.973225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.920528] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.989334] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.937977] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.973162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.962095] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.994346] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.939329] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.962128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.984193] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.917682] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.929299] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.967046] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.920675] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325086] [G loss: 0.946820] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.947112] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 1.012645] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.926979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.896670] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.947598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.941125] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.896960] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.952099] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.952783] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.882348] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.960220] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.917216] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.927343] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.969922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.924914] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.919400] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 1.009250] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.901066] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.911619] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.960370] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.971721] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.939386] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.968510] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325091] [G loss: 0.943333] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325086] [G loss: 0.952392] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.867274] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325086] [G loss: 0.889203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.904931] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.925000] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.909608] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.924362] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.889413] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 1.034202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.895395] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.952110] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.879003] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.894561] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.906269] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325086] [G loss: 1.016845] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.930659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.868004] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.916633] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.926207] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.991921] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.984417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.890829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.981587] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.905382] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.973112] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.878324] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.937489] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.966789] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.926665] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.957135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.910867] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.925593] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.895154] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.948685] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.930514] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325088] [G loss: 0.918609] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.902884] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.901846] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.913026] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D 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loss: 0.325084] [G loss: 0.909385] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 1.018416] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.979406] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.976425] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.928824] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.894791] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.980001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325087] [G loss: 1.020663] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325087] [G loss: 0.930043] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325087] [G loss: 0.926015] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325088] [G loss: 0.867253] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325086] [G loss: 0.992367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D 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loss: 0.325084] [G loss: 0.854090] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.903416] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.891847] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.920433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.867391] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.907756] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.991548] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.956563] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.985504] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.910253] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.983073] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325091] [G loss: 0.853792] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325091] [G loss: 1.087212] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325087] [G loss: 0.957620] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.970575] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.976912] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.925542] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.980661] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.904057] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.946634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 1.040263] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.939936] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.951297] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.942578] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.952452] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.923471] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.920126] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.898790] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325087] [G loss: 0.935675] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325086] [G loss: 0.942317] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.963948] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.985571] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325086] [G loss: 0.925256] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.948439] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325087] [G loss: 0.978339] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325086] [G loss: 0.946176] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.955850] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.992201] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.968496] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.938037] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 1.015286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.940316] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.890918] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325086] [G loss: 0.912800] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.917367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.970485] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.951825] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325088] [G loss: 0.961445] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325087] [G loss: 0.942945] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325088] [G loss: 0.963567] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.925235] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.863708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.924298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.912520] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.926044] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.885598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.844712] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.883089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.894774] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.894588] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 1.000787] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.911590] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325086] [G loss: 0.975300] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.972549] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.869222] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.926495] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.953885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.950069] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.912169] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.984393] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.947316] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.939866] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325088] [G loss: 0.915911] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325091] [G loss: 0.994898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325091] [G loss: 1.014719] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.981798] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.952667] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.966674] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.928643] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.965902] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.896319] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325086] [G loss: 0.965620] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.966054] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325088] [G loss: 0.980846] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325087] [G loss: 0.927682] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.992984] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.952983] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.961305] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.958376] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.916673] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.929993] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.991910] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.881307] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.924181] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325087] [G loss: 0.942622] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325086] [G loss: 0.924393] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.914843] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.950887] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.936851] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.938890] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.849980] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.973932] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.869652] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.935458] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.921464] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.919051] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.893735] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325086] [G loss: 0.951190] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.975861] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.968117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.896979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325088] [G loss: 0.991608] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325088] [G loss: 1.000775] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.939071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325085] [G loss: 0.967528] [Real_acc: 0.000000] [Fake_acc: 0.000000] 69 [D loss: 0.325084] [G loss: 0.935566] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
70 [D loss: 0.325084] [G loss: 0.855832] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.939490] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.945545] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.995034] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.870480] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.868195] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.849090] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.895829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.935583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.919788] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.900967] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.905658] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.995006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.953601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 1.019480] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 1.024168] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.947310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.945195] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325087] [G loss: 0.985567] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325090] [G loss: 0.851060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325093] [G loss: 0.952453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325087] [G loss: 0.888850] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325086] [G loss: 0.919220] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.914865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325087] [G loss: 0.886486] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325088] [G loss: 0.938804] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325087] [G loss: 0.967657] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325086] [G loss: 0.929712] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.906453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.920282] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325087] [G loss: 0.908718] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.907284] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.860573] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.928751] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 1.006105] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 1.081348] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D 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loss: 0.325085] [G loss: 0.952635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 1.020635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.955835] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.841977] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.985247] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.940102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.975431] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.917872] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.906849] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.983455] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.886945] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.914985] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.952848] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.947331] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.970458] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.889319] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.944010] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.979521] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.957837] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.973895] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.959440] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.971916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.840129] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325083] [G loss: 1.009939] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325083] [G loss: 0.949862] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 1.018554] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.970287] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.852951] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.963599] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 1.005903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.875378] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.959573] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.941789] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.888550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.893852] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.886183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 1.044420] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.954834] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.880482] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.974397] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.954282] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.947550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.961949] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.961220] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.905626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 1.021608] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.945533] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.917801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 1.081186] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.956784] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.926749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.959858] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.924751] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.958265] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.845516] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.966909] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.889786] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.926993] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.995573] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.962368] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.990381] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.951340] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.923263] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.947531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.971743] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.958452] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.918676] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.976633] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.932831] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.991205] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.949324] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.957130] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325086] [G loss: 0.890755] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325086] [G loss: 0.984846] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.991404] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.859792] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.941022] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.977641] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.876911] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.988690] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.913328] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 1.018321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.917585] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325085] [G loss: 0.890455] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.877766] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.983000] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.961024] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.916856] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.925534] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.949731] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325084] [G loss: 0.920465] [Real_acc: 0.000000] [Fake_acc: 0.000000] 70 [D loss: 0.325089] [G loss: 0.948047] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
71 [D loss: 0.325095] [G loss: 0.898965] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325090] [G loss: 1.048016] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325087] [G loss: 0.955433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.928898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.879081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.991483] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.932332] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.923552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.953337] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.896874] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325086] [G loss: 0.954149] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325086] [G loss: 0.950961] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.987654] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.927532] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.854820] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.885110] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.939922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.933990] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.908250] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.937117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.944554] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.924668] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.932207] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.949772] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.960418] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.967876] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 1.054637] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.898682] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.921010] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.919789] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.889946] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.945182] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325086] [G loss: 0.954999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325087] [G loss: 0.929487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.935739] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.908918] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325086] [G loss: 0.918078] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325086] [G loss: 0.960337] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.922035] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325086] [G loss: 0.892492] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325087] [G loss: 0.970145] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325086] [G loss: 0.916109] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.920277] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325086] [G loss: 0.855492] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325086] [G loss: 0.979577] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.955750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.911455] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.961559] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.870626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.955342] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.938554] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 1.007102] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.877344] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.892673] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.928107] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.924888] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.930902] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.919775] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.903321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.992493] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.927154] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.925349] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.968982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.962946] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.919034] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.955180] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.915747] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 1.025104] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.961140] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.973014] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.962706] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.926834] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325086] [G loss: 0.929438] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325088] [G loss: 0.918223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325088] [G loss: 0.996241] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.907322] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.891203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.956686] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.952819] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325086] [G loss: 0.934912] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.957387] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.979832] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.952506] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.927789] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.929266] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.891211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.936152] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 1.039747] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.941235] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.919087] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 1.007049] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.961436] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.928723] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325086] [G loss: 0.934645] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.891669] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 1.010096] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D 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loss: 0.325084] [G loss: 0.914058] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.909732] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.961000] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.956747] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 1.019136] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.912471] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325086] [G loss: 0.953444] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 1.036808] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.890236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.934798] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.952695] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.904193] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325086] [G loss: 0.914629] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325086] [G loss: 0.921516] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 1.002263] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.926627] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325086] [G loss: 0.913741] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325086] [G loss: 0.938491] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.983424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.938474] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.881015] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.898106] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.945621] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.936001] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.916669] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.927581] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.938244] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.895860] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325086] [G loss: 0.939514] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.910951] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325084] [G loss: 0.946356] [Real_acc: 0.000000] [Fake_acc: 0.000000] 71 [D loss: 0.325085] [G loss: 0.911135] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
72 [D loss: 0.325087] [G loss: 0.980595] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.870574] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.924479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 1.013791] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.911272] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.902159] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.904962] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.926779] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.925400] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 1.014763] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.943889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.869664] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 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loss: 0.325086] [G loss: 0.971707] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.888428] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.894565] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.931284] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.865256] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325089] [G loss: 0.951712] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325089] [G loss: 1.099859] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.985254] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325087] [G loss: 0.920526] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.949570] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.948689] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.909554] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.883150] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.953775] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.921862] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.927802] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.914855] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.930079] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 1.008426] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.919066] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.937922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.898435] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.977383] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.937898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.967174] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.891381] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.972455] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.909056] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.918049] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.895128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.969437] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.943862] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.894635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.928454] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.900827] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.864072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.943824] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325088] [G loss: 0.958883] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325089] [G loss: 0.876237] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325087] [G loss: 0.938401] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.927487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.958889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.996335] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.929995] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.909822] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.941117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.841228] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.958050] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.957990] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.906979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.872211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.937595] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.879340] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.942746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.994248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 1.006196] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.868764] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.899098] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.894793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.904505] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.976262] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.927390] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325087] [G loss: 1.006617] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.971843] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.954521] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.989801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.996471] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.984704] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.894698] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325089] [G loss: 0.966901] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325089] [G loss: 0.908344] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325087] [G loss: 0.932718] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.956950] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.968933] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.971598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.929339] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.845776] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.900172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.923098] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.942987] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 1.019986] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.931395] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.917985] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.984269] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.932966] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.998197] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.994076] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.924462] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.964665] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325087] [G loss: 0.954320] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.946867] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.903063] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.931426] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.878050] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.960357] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.924555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.874508] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.910203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 1.008736] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.916796] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.895400] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.943862] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.919813] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.898492] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.994566] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.942059] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.919432] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325089] [G loss: 0.947512] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D 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loss: 0.325084] [G loss: 0.945804] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.932832] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.967602] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.959456] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.893197] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.945318] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.832975] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.917462] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.905794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.878145] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.958162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.918237] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.940073] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325087] [G loss: 0.950493] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325087] [G loss: 1.016212] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.935647] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325083] [G loss: 0.927021] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.965983] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.942667] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325090] [G loss: 0.901758] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325088] [G loss: 0.994988] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325090] [G loss: 0.951225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325091] [G loss: 0.962978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.859358] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D 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loss: 0.325085] [G loss: 0.889555] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 1.002591] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325088] [G loss: 0.936085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.923510] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.910535] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.939025] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.907322] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.969206] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.870607] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.967097] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325083] [G loss: 0.929584] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.959842] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.904393] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.860273] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.946706] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.903961] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.949502] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.979504] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.949428] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 1.022784] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.866714] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.990557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.923118] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.883576] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.908464] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.959730] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325083] [G loss: 0.932578] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.966130] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.984217] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.960059] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.945663] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.922620] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.954609] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.931886] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.866690] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325087] [G loss: 0.961935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325087] [G loss: 0.949943] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.941144] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.892071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.949030] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.984697] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.913595] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.889387] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.930090] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.966069] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.947546] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.914059] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325087] [G loss: 0.960958] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.883303] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.977872] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.988492] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.932121] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.922834] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.920668] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.897410] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.959403] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.944103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.889956] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.944700] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.996520] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.870091] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.946403] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.951701] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.925865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.975276] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.926487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.894923] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.928162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.961171] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.888968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.906338] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.927350] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.921686] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.960009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325087] [G loss: 1.035888] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.935829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.922634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.939780] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.946314] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325083] [G loss: 0.896446] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.896832] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.959858] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.868617] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.917333] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.993515] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.928816] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.948607] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.925395] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.915308] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.957790] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.870689] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.913823] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.931108] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.873134] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.909459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.928606] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.950503] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.951056] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325087] [G loss: 0.960218] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.926403] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325088] [G loss: 0.919913] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325093] [G loss: 0.912144] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.936517] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 1.013278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.896530] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.907203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.967245] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.963061] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.882701] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.938145] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325084] [G loss: 0.919775] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.957017] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.975979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325086] [G loss: 0.961702] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.982962] [Real_acc: 0.000000] [Fake_acc: 0.000000] 72 [D loss: 0.325085] [G loss: 0.879010] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
73 [D loss: 0.325085] [G loss: 0.942915] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325088] [G loss: 0.883528] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325087] [G loss: 0.932926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.892895] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325083] [G loss: 0.935294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.879492] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.973582] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.937310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.945581] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.956700] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.944262] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.979997] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 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loss: 0.325086] [G loss: 0.886824] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.915304] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.938632] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325083] [G loss: 0.896631] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.901920] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.940319] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.873731] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.908636] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.923528] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.908382] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.920275] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.929570] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.911258] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.905361] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325089] [G loss: 1.016321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.902892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.910388] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.929776] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.979826] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.935814] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.920673] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.944974] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 1.020759] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.931398] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 1.014982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.877612] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.911054] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.992652] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.908577] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.962278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325086] [G loss: 0.888948] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325086] [G loss: 0.919689] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325089] [G loss: 0.991855] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325088] [G loss: 0.889502] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.976641] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.926772] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.986320] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.929601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.917844] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 1.013733] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.921461] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325086] [G loss: 0.866450] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.919681] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 1.001082] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.926538] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.879249] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.966208] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.922749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.961886] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.926761] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.878098] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.890839] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.876037] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.995752] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.919463] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.922081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.882049] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.946974] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.944257] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.882394] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.934513] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.929045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.905727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325086] [G loss: 0.906482] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325087] [G loss: 0.996441] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325088] [G loss: 0.968443] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325088] [G loss: 0.908567] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.886858] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.995793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.947351] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.915854] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.871729] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.946651] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.901292] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.913503] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.897536] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.946037] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.931355] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.899369] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.896222] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.945274] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.952504] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.912107] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 1.032902] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.957035] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.941770] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.885083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325086] [G loss: 0.953955] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325092] [G loss: 0.942991] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325088] [G loss: 0.910160] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.926785] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.879163] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.955207] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325086] [G loss: 0.869879] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.877397] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.946141] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.932884] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.930137] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.991278] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.910705] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.883887] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.940842] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.968747] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.914927] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.873892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.956964] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.981718] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325086] [G loss: 0.928858] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.861995] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.965097] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325086] [G loss: 0.937031] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325086] [G loss: 0.904821] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325085] [G loss: 0.885756] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.881074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.989466] [Real_acc: 0.000000] [Fake_acc: 0.000000] 73 [D loss: 0.325084] [G loss: 0.965843] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
74 [D loss: 0.325083] [G loss: 0.874246] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.988969] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.952480] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.954956] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.883558] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.875150] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325086] [G loss: 1.028627] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325086] [G loss: 0.955434] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.883304] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325086] [G loss: 0.955279] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325086] [G loss: 0.935590] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325087] [G loss: 0.989285] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 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loss: 0.325087] [G loss: 0.949227] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325090] [G loss: 0.910274] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.903784] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.855409] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.947074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.937440] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325086] [G loss: 0.955438] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.932085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.885965] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.940827] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.920508] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.944627] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.978337] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.972020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.932526] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.902583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.905652] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.930089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.908370] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.910273] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.883736] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.908258] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.912453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.906573] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D 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loss: 0.325084] [G loss: 0.973556] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.882512] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325083] [G loss: 0.897223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.918020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.856958] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.974568] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.980174] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.883620] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.937860] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325086] [G loss: 0.989325] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.922224] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.938941] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D 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loss: 0.325085] [G loss: 0.944511] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.897520] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325087] [G loss: 0.911753] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325088] [G loss: 0.888959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.876216] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.893493] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.887863] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.914627] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.956081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.851727] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.922472] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.902570] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.904588] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.836127] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.901438] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.969788] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.884922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.942592] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325086] [G loss: 0.942731] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.877262] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.938753] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.909651] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.890290] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.895891] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.900980] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 1.043593] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 1.006758] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.955166] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.862399] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.903627] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.937305] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325086] [G loss: 0.961862] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325087] [G loss: 0.976329] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325088] [G loss: 0.971565] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325086] [G loss: 0.993925] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.964014] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.944380] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 1.030885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.927113] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325086] [G loss: 0.916195] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.922735] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.942639] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.995068] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.924550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.991011] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 1.037704] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.903871] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.917927] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 1.013433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.901569] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 1.004198] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.938173] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325084] [G loss: 0.924803] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325086] [G loss: 0.931131] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.946936] [Real_acc: 0.000000] [Fake_acc: 0.000000] 74 [D loss: 0.325085] [G loss: 0.911146] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
75 [D loss: 0.325084] [G loss: 0.957463] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 1.005666] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.904729] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.913711] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.965881] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.887621] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325086] [G loss: 1.005803] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325086] [G loss: 0.952564] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.918541] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325087] [G loss: 0.948355] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325086] [G loss: 0.927259] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.939945] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 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loss: 0.325087] [G loss: 0.922437] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325087] [G loss: 1.064022] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325090] [G loss: 0.914298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325086] [G loss: 1.009366] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.924465] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325083] [G loss: 0.961341] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.991385] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.922173] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.942040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.906592] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.976369] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.866548] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.947385] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.868655] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.917958] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.899090] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.879635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.962434] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.919251] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.904340] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325083] [G loss: 0.908550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.935916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.926447] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325086] [G loss: 0.919193] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.970667] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.896072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.947141] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.923146] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.921516] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.865832] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.859549] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.886712] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.950568] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.925282] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.932849] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.879059] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 1.000087] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.888589] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.916081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.954469] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.924688] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.957160] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.925146] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.883826] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.870935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 1.036142] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325086] [G loss: 0.864869] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325087] [G loss: 0.815472] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325087] [G loss: 1.013572] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325091] [G loss: 0.901673] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.868509] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325087] [G loss: 0.944214] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325087] [G loss: 0.906968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325089] [G loss: 0.853544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325089] [G loss: 0.907940] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325088] [G loss: 0.926302] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.883281] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.835909] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.970651] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.910169] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325086] [G loss: 0.826770] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325086] [G loss: 0.848094] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.919534] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.900325] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.947015] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.929799] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.882758] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.888957] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.935391] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.932074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.889837] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.900969] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.922173] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.952437] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.877045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.960015] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.903539] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.962565] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.858189] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.894159] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325087] [G loss: 0.994926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325089] [G loss: 0.869135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325087] [G loss: 1.030784] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.969362] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D 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loss: 0.325086] [G loss: 0.896833] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325086] [G loss: 0.894971] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.918998] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.907881] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.922481] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.953525] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.932415] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.911688] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.911864] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.924489] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.933552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.919052] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D 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loss: 0.325086] [G loss: 0.910886] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.911918] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.973270] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325085] [G loss: 0.987040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.913830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.910848] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.949789] [Real_acc: 0.000000] [Fake_acc: 0.000000] 75 [D loss: 0.325084] [G loss: 0.970348] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
76 [D loss: 0.325086] [G loss: 0.900219] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.925987] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.904548] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.899619] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.921584] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325086] [G loss: 0.903562] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325086] [G loss: 0.890840] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325086] [G loss: 0.963719] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.915532] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.899970] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.899544] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.927270] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 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loss: 0.325084] [G loss: 0.947333] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.975933] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.919624] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.918323] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325086] [G loss: 0.982422] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.866176] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.907531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.953075] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.943480] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.931693] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.955460] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.953138] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.922123] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.898846] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.911063] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.868517] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.919147] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.915007] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.851752] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.895282] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.909388] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.968683] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.947530] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.907047] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.932048] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325087] [G loss: 0.935122] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325089] [G loss: 0.941486] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325087] [G loss: 0.954857] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325086] [G loss: 0.897638] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325087] [G loss: 0.873894] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.981423] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.926745] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.904754] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.924423] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.874897] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.867458] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D 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loss: 0.325084] [G loss: 0.974337] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.938015] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.925620] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.890532] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.956726] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.913039] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.917906] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325083] [G loss: 0.940914] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.947570] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.933412] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.949339] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.909858] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.992908] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.846814] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.932163] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.955231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325087] [G loss: 0.968403] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325096] [G loss: 0.947902] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325089] [G loss: 0.891676] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.909627] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.916416] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.919199] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.976478] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325089] [G loss: 0.865581] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325088] [G loss: 0.968240] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325088] [G loss: 0.958464] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325088] [G loss: 0.932690] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325086] [G loss: 0.951925] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.919071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.933757] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.895183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.960738] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.876359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.956751] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.989170] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.964576] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325086] [G loss: 0.933136] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.956141] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325087] [G loss: 0.929635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325086] [G loss: 0.943527] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325086] [G loss: 0.966302] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.886777] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.914771] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 1.004005] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.927348] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.904245] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.904184] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325086] [G loss: 1.008900] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.965721] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.936119] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.936080] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.896429] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.933077] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.881019] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.919398] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325086] [G loss: 0.959111] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325086] [G loss: 0.904892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.898392] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.918804] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.952038] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D 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loss: 0.325084] [G loss: 0.913708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.900108] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.991211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.893030] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.933676] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.961920] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.851447] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325087] [G loss: 0.964285] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.965578] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.941267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.898060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.904601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.935217] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.904630] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.914678] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325086] [G loss: 0.976948] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325088] [G loss: 0.924083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325090] [G loss: 0.976719] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325093] [G loss: 0.908522] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325094] [G loss: 0.895264] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325087] [G loss: 0.892489] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.883369] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.931807] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.927290] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.998732] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325086] [G loss: 0.920507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.916276] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.890696] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325086] [G loss: 0.963307] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325085] [G loss: 0.927045] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.984638] [Real_acc: 0.000000] [Fake_acc: 0.000000] 76 [D loss: 0.325084] [G loss: 0.851810] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
77 [D loss: 0.325084] [G loss: 0.927588] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 1.003118] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.893334] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.928803] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.905628] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.887692] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.968691] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.918982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.919690] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.928040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.920855] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.896037] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 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loss: 0.325084] [G loss: 0.930884] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.858920] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.955263] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.850772] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325083] [G loss: 0.950718] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.932328] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.950624] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.962097] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.870395] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.968152] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.901223] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.874648] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.907196] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.981290] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.902093] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.876524] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325090] [G loss: 0.928349] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325097] [G loss: 0.874604] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325089] [G loss: 1.070701] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.909683] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325087] [G loss: 0.897100] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.893011] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.872376] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 1.002994] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.951492] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.918514] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.868670] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325087] [G loss: 0.883505] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.948841] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.930172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.901860] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.892713] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325087] [G loss: 0.917579] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325083] [G loss: 0.948002] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.913133] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.879702] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D 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loss: 0.325084] [G loss: 0.900387] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.973707] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.921026] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.936205] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.978692] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.972761] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325087] [G loss: 0.892736] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.898059] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.909521] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.978753] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.886053] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.970771] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.959159] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.907037] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.932660] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.910946] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.903144] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.884730] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.934195] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.880448] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.940949] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325088] [G loss: 0.898753] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325087] [G loss: 0.863978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.892530] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.830976] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.892114] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.939091] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.928487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.896842] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.938169] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.914879] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.914285] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.866988] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.989651] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.982013] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.990829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.888128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.928150] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.932605] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.907732] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325088] [G loss: 0.892708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325089] [G loss: 0.934303] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325088] [G loss: 0.858582] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325093] [G loss: 1.047843] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325096] [G loss: 0.935152] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 1.022429] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.935078] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 1.017256] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.979009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.924358] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.899916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.916570] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.901599] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.946119] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.894408] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.900771] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.846373] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.982175] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.933317] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.951285] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D 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loss: 0.325086] [G loss: 0.878239] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.875641] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.856972] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.891742] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.979202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325083] [G loss: 0.916724] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.860113] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.903982] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.978563] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.881746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.909366] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.932780] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.904838] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.929708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.924669] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.914709] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.948240] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.975640] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.993286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325087] [G loss: 0.992605] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325087] [G loss: 0.929779] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325089] [G loss: 0.939935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 1.005557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.915391] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D 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loss: 0.325085] [G loss: 0.930818] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.937774] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.910690] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.925115] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.922518] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.955213] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.943576] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.925915] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.948381] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.936128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.930797] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.997049] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D 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loss: 0.325084] [G loss: 0.913745] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.967481] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.982003] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.876880] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325083] [G loss: 0.944620] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.914236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.919349] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.959553] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.972485] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.875029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.905110] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325087] [G loss: 0.979240] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325087] [G loss: 0.919500] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.930201] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.941837] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.927616] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.960148] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.938081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.928360] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.876601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.926026] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 1.003923] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.886526] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.914302] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D 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loss: 0.325084] [G loss: 0.970626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.926075] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.975233] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325087] [G loss: 0.886034] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325097] [G loss: 0.997770] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325103] [G loss: 0.933644] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.919789] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.903744] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.873852] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.972571] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325087] [G loss: 0.957946] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325087] [G loss: 0.933779] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.925894] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.970863] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.899248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.894247] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.886572] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.925898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.885572] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.934883] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.916843] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.925445] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.981405] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.945186] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.880978] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.896313] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.936371] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.872651] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.953969] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.949647] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.962459] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.881570] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.973916] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.964015] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.953645] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.933623] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.965712] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.990088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.917007] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.924839] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.943886] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.989537] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.923367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.949825] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.935071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325083] [G loss: 0.953479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.871830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.930793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D 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loss: 0.325088] [G loss: 0.969513] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.904737] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.989854] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.921994] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325088] [G loss: 0.912655] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.894368] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.900428] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.935704] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.920918] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.908083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.870314] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.906750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.946560] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325087] [G loss: 0.876912] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325087] [G loss: 0.893032] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.989172] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.951354] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.932290] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.980305] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.892245] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 1.041227] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.867882] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.972726] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.952752] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.847935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.956830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.934924] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.891906] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 1.019825] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.907190] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 1.013427] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 1.016730] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 1.076606] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.913551] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.948908] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.914998] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.934032] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.881243] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.921716] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.952067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.891228] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 1.021211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.979465] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.933048] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.908227] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325083] [G loss: 0.902454] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.945341] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.880449] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.991072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.871819] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.871091] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.948218] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.928061] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.926929] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.941841] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.905461] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.903421] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325083] [G loss: 0.941764] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.912966] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.898895] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.960979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.900952] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325087] [G loss: 0.921141] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.884568] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.910030] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.925783] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.881014] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.983890] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.956341] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.939550] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.940318] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.969188] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.916514] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.930769] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.927553] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.906343] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.922438] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.876842] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.868373] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.903029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.929154] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.892207] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325089] [G loss: 0.949480] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325090] [G loss: 0.955842] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325088] [G loss: 0.961427] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.960098] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.947704] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.974796] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325083] [G loss: 0.869721] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.981962] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.912352] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.959829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.887057] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.956707] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.925119] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.980183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.922676] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.872661] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.919960] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.958785] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.931633] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.901995] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.904632] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325086] [G loss: 0.954033] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.933438] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.955792] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.917121] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.971601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.907569] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.843421] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.920675] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.953990] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325083] [G loss: 0.926670] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325084] [G loss: 0.973370] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.938393] [Real_acc: 0.000000] [Fake_acc: 0.000000] 77 [D loss: 0.325085] [G loss: 0.918508] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
78 [D loss: 0.325085] [G loss: 0.934770] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.967847] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.918306] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.912616] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.896053] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.893348] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.967169] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.908513] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.953103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.962998] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.940568] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.964062] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.960242] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.926889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.899647] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.952552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.978265] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.897649] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.900405] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.911953] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.919443] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.914009] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.959097] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.975443] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325091] [G loss: 0.984601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325091] [G loss: 0.960087] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.931160] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.977753] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.948094] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.898453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.890125] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 1.003343] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.938046] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.920383] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.985047] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.890530] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.898813] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.887024] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325083] [G loss: 0.939572] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.930392] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.928639] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325088] [G loss: 0.916117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.914888] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325089] [G loss: 0.912632] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.929022] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.969267] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.913696] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.921504] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.964037] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.905673] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.848899] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.954581] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.892123] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.909772] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.926607] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.911004] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.899210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.914908] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.982291] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.938300] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325083] [G loss: 0.950638] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.887782] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.897420] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.991979] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.994367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.905462] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.912984] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 1.026581] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.880435] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.942366] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.892040] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.924251] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.877968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.897480] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.943810] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.931328] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 1.063781] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.902228] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.927421] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.924878] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.913060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.918494] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.873073] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.907874] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D 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loss: 0.325084] [G loss: 0.928662] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.879911] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.990273] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.998829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.937683] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.959810] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.897165] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 1.069283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.945246] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.993007] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.931873] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.944741] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D 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loss: 0.325084] [G loss: 0.949780] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.949898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 1.002679] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.959042] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.958810] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.935582] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.922505] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.962926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.883148] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.986653] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.885926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.901517] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.978012] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.869195] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.885431] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.885896] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 1.015486] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.927018] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.913211] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.868700] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 1.003126] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.957343] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.862296] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.886059] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.923600] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.936350] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.935176] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.944116] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.883598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.892786] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.907959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.999649] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.872506] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.906788] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.896158] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.909942] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.979103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.959761] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.951010] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.956069] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.946128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.935382] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.951739] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.897307] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.884401] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.971005] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.949719] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.947855] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.922085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.921770] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325088] [G loss: 0.948891] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.997820] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.953810] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.900398] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.890502] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.941046] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.944467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.872218] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.944166] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.964448] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.956374] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.903366] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.897531] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.976729] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.954049] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.883684] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.941547] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.913248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.945749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.859523] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325088] [G loss: 0.978119] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325089] [G loss: 0.882224] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.877378] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.928756] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.909974] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.934857] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.922649] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.878853] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.896111] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.959358] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.865138] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.892536] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.973149] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.881954] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.920028] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.920160] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.971945] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.851881] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.911104] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325083] [G loss: 0.954402] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.894003] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.915467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.988234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.914782] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.955769] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.959775] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.957954] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.900092] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.942957] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 1.057762] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.917347] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.912793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.866029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.963142] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.903169] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.907939] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.943996] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.930135] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D 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loss: 0.325083] [G loss: 0.928729] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.891668] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.940833] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.917061] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.937036] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.976710] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.933679] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.958994] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.964422] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.966619] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.904553] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.944472] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.864951] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.909647] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.923428] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.893234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.984281] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.951607] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.872380] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.970741] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.900081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.881937] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.937074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.963953] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.963749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.928749] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.908118] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.927340] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.876624] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.947055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.896175] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.905231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.929882] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.972255] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.941807] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.927412] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.912099] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.948556] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.947454] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.918681] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.883830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.974731] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325088] [G loss: 0.889714] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325090] [G loss: 0.893848] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.947400] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.933946] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.949133] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.984225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.897835] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.924773] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.933645] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.941691] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.907180] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.887889] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.954794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.855598] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.936467] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.975066] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.943677] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.894424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D 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loss: 0.325085] [G loss: 0.930874] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.911653] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.901722] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.927434] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.930793] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325090] [G loss: 0.907933] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325090] [G loss: 0.948999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.949215] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.920453] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 1.006021] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.941263] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.902865] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D 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loss: 0.325084] [G loss: 0.911866] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.929678] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325083] [G loss: 0.965622] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325083] [G loss: 0.924012] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.927638] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.921118] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.968091] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.950769] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.946807] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.940590] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.977402] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.915589] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D 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loss: 0.325084] [G loss: 0.930922] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.946303] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.902917] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.890460] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 1.000294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.906946] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.918831] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.933210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.906385] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.932234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 1.024950] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.937064] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.935183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.928625] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.929634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.943258] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.985438] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.914295] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.943528] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.933470] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325083] [G loss: 0.953283] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.979970] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.968728] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.935248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.907142] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.943909] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.942915] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.946557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.896376] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 1.007264] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.947354] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.894260] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 1.000366] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 1.002640] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 1.012285] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.921529] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.923499] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.963206] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.932863] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.924310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.932389] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.927975] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.951162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325088] [G loss: 0.982483] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.919754] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.963759] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.882249] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.907565] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.896759] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.926936] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325088] [G loss: 0.924227] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325091] [G loss: 0.965507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.941827] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.988393] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.912955] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.870381] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.880465] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.955823] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325090] [G loss: 0.971538] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325096] [G loss: 0.959548] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325089] [G loss: 0.864286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.906816] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.924625] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.891966] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.977360] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.873755] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.894634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.928085] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.902836] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.949829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.896767] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.975736] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.921552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.971798] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.993007] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.911571] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.888721] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.930046] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.893643] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325083] [G loss: 0.938937] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.941860] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.902324] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.894842] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325083] [G loss: 0.913183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.916840] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 1.034398] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.958438] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.877202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.928210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.970519] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.945344] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.897781] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.863028] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.968763] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.964933] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.953593] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.960676] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325089] [G loss: 0.948291] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.909601] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.970082] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325083] [G loss: 0.945238] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.922645] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.926903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.961904] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.984307] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.923616] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.884225] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.915934] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.953583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.965795] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325083] [G loss: 0.987004] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.973127] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.927303] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325083] [G loss: 0.912987] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.870968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.875999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.870702] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.937985] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.922768] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.896488] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.900020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.924778] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.939844] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325083] [G loss: 0.917198] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.989108] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.905732] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.849396] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.968899] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.989821] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.919885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.909073] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325088] [G loss: 0.972006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325088] [G loss: 0.926204] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.940314] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.893081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.976547] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 1.007233] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.891143] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.952183] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.985445] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.913021] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.962499] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325086] [G loss: 0.991302] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325087] [G loss: 0.917461] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.886885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.925518] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.992438] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.944298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.888235] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.916248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325085] [G loss: 0.950240] [Real_acc: 0.000000] [Fake_acc: 0.000000] 78 [D loss: 0.325084] [G loss: 0.936079] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
79 [D loss: 0.325084] [G loss: 0.902719] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.954079] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.939903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.923462] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.921684] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325087] [G loss: 0.937784] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325092] [G loss: 0.870388] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325087] [G loss: 0.934853] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.891634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.885458] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.972776] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.921038] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.870995] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.916049] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.982184] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.902087] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.906885] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.860277] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.906952] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325087] [G loss: 0.952741] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.912417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.996846] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.968321] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.908060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325083] [G loss: 0.938768] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.945367] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.926448] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.887830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.909475] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.911212] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.909117] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.858347] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.902309] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.874243] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.950763] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.898547] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.932730] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.905136] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.934905] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.977980] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.995308] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.913036] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.973343] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.934609] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.934187] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.916787] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325087] [G loss: 0.947581] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.926347] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.862114] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.938813] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.983359] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.893616] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325087] [G loss: 0.933470] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.978539] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.986286] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325083] [G loss: 0.856612] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325083] [G loss: 0.950125] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.906633] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.939874] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.990523] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.965714] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.866832] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.932712] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.949050] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.921427] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.887195] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.938357] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 1.027002] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.992103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325093] [G loss: 0.914090] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325088] [G loss: 0.962251] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.930764] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.896850] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325087] [G loss: 0.928874] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325087] [G loss: 0.898507] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.928148] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.902821] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.933445] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.916759] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.945137] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.968528] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.930302] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.928757] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.908518] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.946313] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.979236] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.936245] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.903125] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.860437] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325083] [G loss: 0.947020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325083] [G loss: 0.899558] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.976641] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.961667] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.894750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.950648] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.962163] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.911797] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.931264] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.908790] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.912542] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.992552] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.911130] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.945000] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.995245] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.897935] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.866892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.959936] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.931329] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.914589] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.897936] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325083] [G loss: 0.906128] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.906757] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.910635] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.903838] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.912083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.929950] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.861717] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.937473] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.981560] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.947090] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D 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loss: 0.325084] [G loss: 0.933058] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.906194] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.929360] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325087] [G loss: 0.923774] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325089] [G loss: 1.086089] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.952243] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325083] [G loss: 1.014028] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.921752] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.961754] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.973741] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.921406] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.917450] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D 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loss: 0.325084] [G loss: 0.975072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.904644] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.933088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.908588] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.919602] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.918626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.918870] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 1.008083] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.950108] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.978854] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.912456] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.897617] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.883908] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.897417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325083] [G loss: 0.911122] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.906158] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.896477] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325088] [G loss: 0.923929] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325091] [G loss: 0.867005] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325088] [G loss: 1.022776] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.917200] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325087] [G loss: 0.951141] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325090] [G loss: 0.911053] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.913695] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325087] [G loss: 0.926605] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.967029] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.956726] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.922904] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.901746] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.931192] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.932034] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 1.041984] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.932565] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.922066] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.913541] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.926006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D 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loss: 0.325086] [G loss: 0.868217] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.935263] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.968187] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.907460] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.940298] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.863634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.896993] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.938177] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.883081] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.909818] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325087] [G loss: 1.031209] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.942310] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.951902] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.889600] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.927201] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.897364] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.894436] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.922898] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.978224] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.924632] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.887959] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325083] [G loss: 0.949129] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.979103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325083] [G loss: 0.857699] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.979187] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.926356] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.939926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325083] [G loss: 0.934475] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.887392] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.907914] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.992246] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.912946] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.901074] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.944621] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325087] [G loss: 0.944306] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325092] [G loss: 0.961463] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325099] [G loss: 0.976460] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.914006] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.932907] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.907226] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.927480] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.910132] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.929205] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 1.051925] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.863794] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.925653] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.935060] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.939216] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.965546] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.948682] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.884812] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.944475] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.921992] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.954482] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.914980] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.886708] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.929684] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.967901] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.968676] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.946907] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.930449] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.960063] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.944626] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.967499] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.914133] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.983146] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.894955] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.943244] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325083] [G loss: 0.918846] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.892926] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.946528] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.846892] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.930603] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.887103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.916524] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.866035] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325083] [G loss: 0.941487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.936995] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.983150] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.923313] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.996578] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325087] [G loss: 0.869610] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325086] [G loss: 0.929178] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.916206] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.940065] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.995082] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.917890] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325085] [G loss: 0.984053] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.936234] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.956386] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.858255] [Real_acc: 0.000000] [Fake_acc: 0.000000] 79 [D loss: 0.325084] [G loss: 0.870998] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
80 [D loss: 0.325085] [G loss: 0.941005] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.927105] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.896704] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.940997] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.955490] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.873094] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.882976] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.944113] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.977149] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.882728] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.908139] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325086] [G loss: 0.916999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 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loss: 0.325084] [G loss: 0.931008] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.955932] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.915253] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.963976] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.955934] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.942202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.933110] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.934162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 1.015965] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325089] [G loss: 0.904046] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325090] [G loss: 0.862999] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325089] [G loss: 0.921209] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325086] [G loss: 0.892819] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325086] [G loss: 0.981440] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325088] [G loss: 0.891387] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.919246] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325086] [G loss: 0.885799] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325088] [G loss: 0.915383] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.916349] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.883487] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325086] [G loss: 0.865646] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325086] [G loss: 0.910390] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.960418] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.913724] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.922124] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.989072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.889750] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.905162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.913219] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.914248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325086] [G loss: 0.935231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325086] [G loss: 0.869902] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325086] [G loss: 1.031216] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.895401] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.882203] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.884742] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D 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loss: 0.325084] [G loss: 0.930861] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.941990] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.960521] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.955968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 1.016376] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325083] [G loss: 0.904176] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.955067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.884336] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325086] [G loss: 0.958884] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.911292] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.887659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325083] [G loss: 0.918202] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.887162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 1.017724] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 1.001212] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.926760] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.910729] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.956238] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.913097] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 1.015088] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325083] [G loss: 0.925709] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.909689] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.968197] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.939524] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.976325] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.950161] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.923158] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 1.001523] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.884433] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.980770] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.930349] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.894896] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325086] [G loss: 0.905674] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.902829] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.890067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.918470] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.899634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.932676] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.927776] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.961067] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.945168] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.913660] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325087] [G loss: 0.918536] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.971612] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.889827] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.898949] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.963808] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325087] [G loss: 0.858659] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.976991] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.911150] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.927896] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.912590] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.934382] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.970596] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.940025] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325086] [G loss: 0.851792] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325087] [G loss: 0.924650] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.911466] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.916801] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.982450] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.891760] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.939929] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325083] [G loss: 0.933103] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.848419] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.958055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325083] [G loss: 0.935338] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.971494] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.983210] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.857479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.972406] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.956328] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.894399] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325086] [G loss: 0.963778] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325087] [G loss: 0.890629] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325086] [G loss: 0.907008] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.923294] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.953314] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.965289] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325087] [G loss: 0.899778] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.888454] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.922698] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.886403] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325090] [G loss: 0.917158] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325086] [G loss: 0.942625] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.903526] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.952313] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.892920] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.899424] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325083] [G loss: 0.980788] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.872563] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.963198] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.907375] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.955522] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.943557] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325086] [G loss: 0.936838] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325087] [G loss: 0.998162] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325086] [G loss: 0.949406] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325086] [G loss: 0.946417] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325086] [G loss: 0.963248] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.935941] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.941443] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.923370] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325085] [G loss: 0.903394] [Real_acc: 0.000000] [Fake_acc: 0.000000] 80 [D loss: 0.325084] [G loss: 0.962817] [Real_acc: 0.000000] [Fake_acc: 0.000000]
0%| | 0/1336 [00:00<?, ?it/s]
81 [D loss: 0.325084] [G loss: 0.916153] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.929338] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325086] [G loss: 0.872714] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325087] [G loss: 0.927835] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325089] [G loss: 1.033517] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325086] [G loss: 0.883850] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325085] [G loss: 0.995479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.973220] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.890479] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325085] [G loss: 0.926071] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325085] [G loss: 0.871981] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.909830] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.993778] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.935638] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.912732] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.944072] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325083] [G loss: 0.914976] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325085] [G loss: 0.981055] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325086] [G loss: 1.001545] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325087] [G loss: 0.987644] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325086] [G loss: 0.895590] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325087] [G loss: 0.923950] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325088] [G loss: 0.936149] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325086] [G loss: 0.999484] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325085] [G loss: 0.907715] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325085] [G loss: 0.940586] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325085] [G loss: 0.964095] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.950973] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.927386] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.898600] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325083] [G loss: 0.926583] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.931818] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.898903] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.925214] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325083] [G loss: 0.900013] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.838833] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.908444] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.953504] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.886752] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.908304] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325083] [G loss: 0.893486] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.943636] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325083] [G loss: 0.984440] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.954996] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.875789] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.935020] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 1.021943] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.897300] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.892665] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.931674] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.979730] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325085] [G loss: 0.931585] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325085] [G loss: 0.889586] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325086] [G loss: 0.995502] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325085] [G loss: 0.928627] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325085] [G loss: 0.932755] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325086] [G loss: 0.929430] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325085] [G loss: 0.899465] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.952772] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.938927] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325085] [G loss: 0.857852] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325085] [G loss: 0.924951] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.892757] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.902231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.913231] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325083] [G loss: 0.852347] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.872748] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.912812] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325085] [G loss: 0.911634] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325086] [G loss: 0.893301] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325085] [G loss: 0.930968] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325085] [G loss: 0.885956] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.924451] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325085] [G loss: 0.909230] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325085] [G loss: 0.861140] [Real_acc: 0.000000] [Fake_acc: 0.000000] 81 [D loss: 0.325084] [G loss: 0.964852] [Real_acc: 0.000000] [Fake_acc: 0.000000]
generator.load_weights("weights/generator_80.h5")
disc_model.load_weights("weights/disc_80.h5")
def infer(path):
gray, color = process_path(path)
gray = tf.expand_dims(gray, axis=-1)
gray = tf.expand_dims(gray, axis=0)
color = tf.expand_dims(color, axis=0)
gen_imgs = generator.predict(gray, verbose=0)
gen_final = tf.concat([gray, gen_imgs], axis=-1).numpy()
gen_final[:,:,:,0] = ((gen_final[:,:,:,0]) * 50)+50
gen_final[:,:,:,1:3] = ((gen_final[:,:,:,1:3]) * 128)
color = color.numpy()
color[:,:,:,0] = ((color[:,:,:,0]) * 50)+50
color[:,:,:,1:3] = ((color[:,:,:,1:3]) * 128)
gen_imgs = np.array([tfio.experimental.color.lab_to_rgb(img,) for img in gen_final])
color = np.array([tfio.experimental.color.lab_to_rgb(img,) for img in color])
blank = np.ones((256,30,3))
return np.hstack((cv2.cvtColor(cv2.imread(path, cv2.IMREAD_GRAYSCALE), cv2.COLOR_GRAY2RGB)/255.,blank,color[0],blank, gen_imgs[0]))
import cv2
fnames = sorted(val)
file_id=100
fig = plt.figure(figsize=(15,10))
plt.imshow(infer(fnames[file_id]))
plt.axis("off");
libpng warning: iCCP: known incorrect sRGB profile
import cv2
fnames = sorted(val)
file_id=107
fig = plt.figure(figsize=(15,10))
plt.imshow(infer(fnames[file_id]))
plt.axis("off");
import cv2
fnames = sorted(val)
file_id=1007
fig = plt.figure(figsize=(15,10))
plt.imshow(infer(fnames[file_id]))
plt.axis("off");
import cv2
fnames = sorted(val)
file_id=1010
fig = plt.figure(figsize=(15,10))
plt.imshow(infer(fnames[file_id]))
plt.axis("off");
libpng warning: iCCP: known incorrect sRGB profile
import cv2
fnames = sorted(val)
file_id=2000
fig = plt.figure(figsize=(15,10))
plt.imshow(infer(fnames[file_id]))
plt.axis("off");
libpng warning: iCCP: known incorrect sRGB profile
import cv2
fnames = sorted(val)
file_id=2700
fig = plt.figure(figsize=(15,10))
plt.imshow(infer(fnames[file_id]))
plt.axis("off");
libpng warning: iCCP: known incorrect sRGB profile
import cv2
fnames = sorted(val)
file_id=2018
fig = plt.figure(figsize=(15,10))
plt.imshow(infer(fnames[file_id]))
plt.axis("off");
libpng warning: iCCP: known incorrect sRGB profile
import cv2
fnames = sorted(val)
file_id=2022
fig = plt.figure(figsize=(15,10))
plt.imshow(infer(fnames[file_id]))
plt.axis("off");
libpng warning: iCCP: known incorrect sRGB profile
import cv2
fnames = sorted(val)
file_id=2027
fig = plt.figure(figsize=(15,10))
plt.imshow(infer(fnames[file_id]))
plt.axis("off");
libpng warning: iCCP: known incorrect sRGB profile
import cv2
fnames = sorted(val)
file_id=50
fig = plt.figure(figsize=(15,10))
plt.imshow(infer(fnames[file_id]))
plt.axis("off");
libpng warning: iCCP: known incorrect sRGB profile
import cv2
fnames = sorted(val)
file_id=823
fig = plt.figure(figsize=(15,10))
plt.imshow(infer(fnames[file_id]))
plt.axis("off");
# fig.savefig(f"{file_id}_bad.jpg", dpi=300)
